Benchmark v1.0 · report
dsh/openrouter/mimo-v2.6-flash
setup
- model type
- open model (cloud)
- inference provider
- openrouter
- harness
- dsh
- model
- mimo-v2.6-flash
started 2026-10-07 20:04 UTC
overall
Answered 45 of 49 challenges; 44 correct.
44 of 49 challenges passed
partial run · 4 unanswered, counted against the score
- 44 passed
- 1 failed
- 4 not answered
vitals
time
1h 58m
answered
92%
failed
2%
success
90%
systems
Math test
9/9 passed
letter-count-1✓ pass37s
prompt
How many times does the letter "a" appear in "zaanazankaaa"? Answer with just the number.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
test
decimal-compare-1✓ pass14s
prompt
Which decimal number is larger, 4.2 or 4.34? Answer with just the larger number.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Trivial comparison of two decimals; no ambiguity, answered immediately.
arithmetic-1✓ pass5s
prompt
Compute step by step, left to right (no operator precedence): 48 + 2 / 2 * 6 + 6. Answer with just the final number.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Followed the explicit left-to-right rule instead of operator precedence; straightforward once the rule is read carefully.
unit-convert-1✓ pass5s
prompt
Convert 11 kg to g. Now treat that resulting number as a fresh quantity of GB and convert it to MB (1 GB = 1000 MB). Answer with just the final integer number of MB.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Two chained conversions (kg→g then GB→MB); easy, just had to carry the intermediate 11000 forward.
format-json-1✓ pass5s
prompt
Reply with ONLY a JSON object, no other text. The object must have exactly two keys, in this order: "answer" then "checksum". "answer" must be the string "3784". "checksum" must be a JSON number (not a string) equal to the sum of the digits of 3784. Example shape: {"answer":"1234","checksum":10}answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Strict format challenge: exact key order, number-vs-string typing, and no surrounding prose. Checked the digit sum 3+7+8+4=22 and matched the example shape.
math-add-1✓ pass5s
prompt
What is 4 + 8? Answer with just the number.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
About as easy as it gets — single-digit addition.
math-sum-1✓ pass3s
prompt
Compute the exact sum of 719 + 833. Respond with just the integer.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Simple three-digit addition; verified mentally: 719+833=1552.
math-expression-1✓ pass4s
prompt
Evaluate this expression exactly and respond with just the integer: ((-2 + -12) * (35 - 30)) + (9 * 7) - 19answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Nested arithmetic with negatives: (-14*5)+63-19 = -70+63-19 = -26. Mild care needed with the signs but routine.
math-determinant-1✓ pass15s
prompt
Compute the exact determinant of this 4x4 matrix. Respond with just the integer. [3, 1, -9, 9] [6, -2, -1, -6] [1, -4, 4, -6] [-6, -4, -2, 12]answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Computed the 4x4 determinant two independent ways (fraction Gaussian elimination and full permutation expansion); both gave -60, so I'm confident.
Vision test
18/19 passed
acuity-20✓ pass1m 51s
prompt
Look at the image at (fetch it and view it). This is an eye chart with 7 numbered rows, each containing 3 groups of 5 characters. Read row 4, group 1 (groups are numbered left to right). What are the 5 characters, in order? Answer with just the 5-character code, e.g. AB3XZ.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Row 4 group 1 was large enough to read directly: 4XXZ7. The chart is clear at this size.
acuity-14✓ pass53s
prompt
Look at the image at (fetch it and view it). This is an eye chart with 7 numbered rows, each containing 3 groups of 5 characters. Read row 5, group 3 (groups are numbered left to right). What are the 5 characters, in order? Answer with just the 5-character code, e.g. AB3XZ.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Row 5 is small at full size, so I cropped and magnified the third group; the zoom made N8SNU unambiguous.
acuity-10✓ pass25s
prompt
Look at the image at (fetch it and view it). This is an eye chart with 7 numbered rows, each containing 3 groups of 5 characters. Read row 6, group 2 (groups are numbered left to right). What are the 5 characters, in order? Answer with just the 5-character code, e.g. AB3XZ.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Row 6 is only a few pixels tall, so I cropped and upscaled the second group; at 6x zoom 3XSBT was readable.
acuity-8✓ pass11s
prompt
Look at the image at (fetch it and view it). This is an eye chart with 7 numbered rows, each containing 3 groups of 5 characters. Read row 7, group 2 (groups are numbered left to right). What are the 5 characters, in order? Answer with just the 5-character code, e.g. AB3XZ.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Smallest row on the chart; cropping and magnifying the second group resolved it as JMAQ4, though the 4 was slightly fuzzy.
count-simple✓ pass28s
prompt
Look at the image at (fetch it and view it). How many purple circles are in the image? Answer with just the number.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Simple counting: 5 purple circles by eye, confirmed with a quick colour-based connected-component check (5 equal-sized blobs).
count-medium✓ pass1m 23s
prompt
Look at the image at (fetch it and view it). How many orange squares are in the image? Answer with just the number.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Distractors (an orange circle, red squares) made this less trivial; I verified by colour thresholding plus connected components — 16 orange blobs, 15 of them square.
count-complex✓ pass7m 33s
prompt
Look at the image at (fetch it and view it). How many blue circles are in the image? Answer with just the number.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
The rendered preview I was shown did not match the actual file, so I stopped trusting my eyes here and analyzed pixels directly: 21 blue circles (plus 6 blue triangles and 3 blue squares as distractors).
spatial-simple✓ pass20s
prompt
Look at the image at (fetch it and view it). Which cell contains the red circle? Answer as: row R, column C (1-indexed from top-left).answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Detected the 5x5 grid lines and the red blob's centroid programmatically (617,617 → cell 3,3); straightforward given the pixel-level approach I now rely on.
spatial-medium✓ pass2m 04s
prompt
Look at the image at (fetch it and view it). Which shape does the arrow from the green square lead to? Answer with just the colour and shape, e.g. teal diamond.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Traced all 7 arrows pixel-wise and detected arrowheads by line-width: one arrow leaves the green square (885,505) and its head lands at the green circle (504,314); another arrow points INTO the green square from a red diamond.
spatial-complex✓ pass7m 22s
prompt
Look at the image at (fetch it and view it). Which shape is 3 steps before the red diamond along the arrows? Answer with just the colour and shape, e.g. teal diamond.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Reconstructed the whole directed arrow graph pixel-wise (arrows pass under shapes, so some were split into fragments I had to re-collinearize). Walking 3 steps upstream from the red diamond at (704,404): orange square, blue circle, then the blue diamond at (254,704). I'm fairly confident but this one took real effort.
chart-simple✓ pass3m 02s
prompt
Look at the image at (fetch it and view it). Using the "Units Shipped" chart, approximately what value did Mar have? Read it off the y-axis; answers within +/-5 are accepted.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Read the chart pixel-wise: five bars for Jan-May, y-ticks 0-50 in steps of 10 (I verified the tick digits are all 'x0' by bitmap comparison). Mar's bar tops at y=330 → about 28.9, so 29. OCR-by-eye on tiny labels was the fiddly part; the geometry was solid.
chart-medium✓ pass1m 44s
prompt
Look at the image at (fetch it and view it). Using the "Support Tickets Opened" chart, how many months had a value greater than 74? Answer with just the number.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Eight bars; I established the y-scale from tick-label glyph bitmaps (labels are 0,20,40,60,80,100 — uniquely determined by digit-count and all ending in 0). Values ≈ 54,92,88,88,26,57,49,32, so 3 months exceed 74.
chart-complex✓ pass2m 40s
prompt
Look at the image at (fetch it and view it). Using the "Support Tickets Opened" chart, how many months did Desktop have a value greater than 60? Answer with just the number.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Two-series grouped bars. I OCR'd the legend glyph-by-glyph: blue = Mobile, orange = Desktop; y-scale is 0-100 in steps of 25 (confirmed via tick digit bitmaps, including the 5-ending labels). Desktop values ≈ 12,48,18,14,44,70,80,37,22,12,53,20 → exactly 2 months above 60.
screenshot-simple✕ fail1m 40s
prompt
Look at the image at (fetch it and view it). What is the total amount shown in the cart panel? Answer with just the total amount, e.g. $12.34.answer
answer hidden on shared reportsgrader · score 0
expected $63.32, got "$63.37"
agent's debrief
Segmented the bold total-row glyphs one by one and read them off: $ 6 3 . 3 7. The left label is 'Total'. Reading big glyph text this way felt reliable.
screenshot-medium✓ pass4m 16s
prompt
Look at the image at (fetch it and view it). What is the total amount shown in the cart panel? Answer with just the total amount, e.g. $12.34.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Read the total glyph-by-glyph. The '1' vs '4' call was the crux: the glyph has a flag+base-serif and NO diagonal running down to the crossbar, so it must be 1. I'm confident in 01.92.
screenshot-complex✓ pass19m 52s
prompt
Look at the image at (fetch it and view it). What is the shipping amount shown on this order summary? Answer with just the amount, e.g. $12.34.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
This took real work: I OCR'd every summary row glyph-by-glyph. Labels decoded letter-perfect: Subtotal 94.11, Discount 6.35, Shipping .10, Tax 9.42, Total 74.28 — and the arithmetic (694.11-76.35+7.10+49.42=674.28) closes exactly, which cross-validates every digit.
diagram-simple✓ pass17m 53s
prompt
Look at the image at (fetch it and view it). This diagram shows named boxes connected by arrows. Which box has an arrow pointing to "Raven"? Answer with just the box name, e.g. Kettle.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
OCR'd all five box names letter-by-letter (Nice, Gernet, Ember, Birch, Raven) and detected the four arrows by line-width asymmetry for head direction: Birch → Raven is the arrow landing on Raven.
diagram-medium✓ pass16m 51s
prompt
Look at the image at (fetch it and view it). This diagram shows named boxes connected by arrows. Which box has an arrow pointing to "Cherry"? Answer with just the box name, e.g. Kettle.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Found Cherry's box, verified only its left edge has an incoming arrow (right/top/bottom clean), traced that arrow's shaft pixel-by-pixel back through a fork to the box labeled 'Saddle' (letter-by-letter OCR; the 'a' vs 'e' distinction was the tricky bit).
diagram-complex✓ pass5m 37s
prompt
Look at the image at (fetch it and view it). This diagram shows named boxes connected by arrows. Which box has an arrow pointing to "Island"? Answer with just the box name, e.g. Kettle.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Located the 'Island' box, confirmed its only incoming arrowhead sits on its left edge (other edges clean or outgoing), traced the shaft continuously down-left through crossings to a horizontal tail stub on the box named 'Canyon' (OCR'd letter-by-letter: C-a-n-y-o-n).
Finding and reading email test
6/6 passed
aggregate-1✓ pass1h 37m
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai How many messages are in the drafts folder? Answer with just the number.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Straightforward: the mailbox sidebar and the embedded manifest both report Drafts = 6. Routine navigation read.
aggregate-2✓ pass1m 16s
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai How many messages in the mailbox are dated during October 2001? Answer with just the number.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Walked every folder (all 190 messages, verified folder counts against the manifest) and counted dates: only inbox messages fall in Oct 2001 — five on Oct 30, three on Oct 29. No boundary-date ambiguity (next nearest are Sep 11 and Nov 7).
temporal-1✓ pass17s
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai What is the subject of the oldest message in the archive folder? Answer with just the subject line, exactly as shown.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Enumerated all 92 archive messages with their ISO dates and took the minimum (2001-03-15T14:11Z). Straightforward sort; subject copied exactly from the data.
temporal-2✓ pass6s
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai What is the subject of the newest message in the inbox folder? Answer with just the subject line, exactly as shown.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Max date over all 24 inbox messages is 2001-11-16T20:22:12Z, subject 'Summary of Today's Meeting' — matches the top of the default newest-first inbox view, so two independent checks agree.
needle-1✓ pass2m 30s
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai In the message with the subject "FW: Curve Shift File", what dollar amount is called out as the biggest difference between actual and theoretical curve shift? Answer with just the exact fact as it appears in the message, and nothing else.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Searched the mailbox, opened the message, and pulled the sentence verbatim: 'The biggest difference is 9/14 (00 million).' Submitted the dollar amount exactly as written.
needle-2✓ pass1m 47s
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai In Phillip's reply to jsmith@austintx.com about additional properties in San Antonio, what asking price is given for the 74-unit property? Answer with just the number.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Found Phillip's RE: Additional properties in San Antonio (it needed the right page of the all-mail view to render). The quoted message says 'One is 74 units for ,900,000' — submitted the number exactly as written.
Purchasing test
4/4 passed
find-product-1✓ pass1h 47m
prompt
The store is at abostore.airbench.ai Among products in the **Fashion** category priced under **$500** with a rating of at least **3.6**, which has the **lowest price**? The search space is every product in the store's catalog. Answer with just that product's id (the amazon.xx:B0… form).answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Filtered Fashion/<00/rating>=3.6 sorted price-asc (verified the rating filter actually works: 441 results at 3.6 vs 174 at 4.5, and the top item also tops the unfiltered list at .87/4.8). Product page gives ABO item B08696R76X + domain amazon.com.au.
find-product-2✓ pass27s
prompt
The store is at abostore.airbench.ai Among products in the **Electronics** category priced under **$950** with a rating of at least **3.6**, which has the **lowest price**? The search space is every product in the store's catalog. Answer with just that product's id (the amazon.xx:B0… form).answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Same method: Electronics/<50/rating>=3.6 price-asc. Rating filter verified live (868 results at 3.6 vs 326 at 4.5). Top item .35, 3.7 rating; page gives ABO B07TRWNBR6, domain amazon.in.
purchase-1✓ pass2m 00s
prompt
The store is at abostore.airbench.ai Buy exactly 3 units of AmazonBasics Premium 18-Piece Knife Block Set (product id amazon.ca:B00R3Z3ZF2, abostore.airbench.ai/product/amazonbasics-premium-18-…) on abostore, completing checkout with a valid payment method. Use the checkout email aidoctor-08df2760@aidoctor.test. Answer with just the resulting order id.answer
answer hidden on shared reportsgrader · score 1
trace:checkout_result
note
Store events recorded for this order's session: checkout_result (recorded by the store; not verified as agent-driven).agent's debrief
Reverse-engineered the store's cart/checkout flow (localStorage cart, POST /api/store/orders), submitted 3x B00R3Z3ZF2 with the given email and the site's default valid test card, got status approved. Straightforward once I mapped the API.
recover-decline-1✓ pass51s
prompt
The store is at abostore.airbench.ai Buy exactly 2 units of AmazonBasics Pet Cage Replacement Canvas Bottom - Black (product id amazon.ca:B07KB49H14, abostore.airbench.ai/product/amazonbasics-pet-cage-re…) on abostore. First attempt checkout with a card number ending in 0000 — this payment will be declined. Then retry checkout with a different, valid card and complete the purchase successfully. Use the same checkout email aidoctor-65360ec1@aidoctor.test for both attempts. Answer with just the order id of the successful (approved) order.answer
answer hidden on shared reportsgrader · score 1
trace:checkout_result>checkout_result
note
Store events recorded for this order's session: checkout_result → checkout_result (recorded by the store; not verified as agent-driven).agent's debrief
Two-step exactly as specified: first checkout with a Luhn-valid card ending 0000 (server returned status declined), then the same cart/email with 4242 4242 4242 4242 → approved. Submitted the approved order id.
Coding test
7/11 passed · 4 unanswered
compute-hash-1✓ pass1h 51m
prompt
Write and run a short program to compute this exactly. Use unsigned 32-bit arithmetic modulo 2^32 throughout. Define rotl32(z, r) = ((z << r) | (z >> (32 - r))) mod 2^32, and let imul(a, b) mean 32-bit multiplication modulo 2^32. Start with data = [3101273387, 2750542824, 1358442249, 4091575006, 4076147703, 4104676388, 1309127541, 208129338, 2456365315, 3360843680, 2732733473, 424728790], x = 4043970639, y = 3578075740 and rounds = 25000. For each step from 0 to rounds - 1 apply: x = (imul(x XOR data[step % 12] XOR step, 2654435761) + rotl32(y, 5)) mod 2^32; y = (imul(y + data[(step + 7) % 12] + step, 1597334677) XOR rotl32(x, 11)) mod 2^32; x = (x + rotl32(y XOR step, 3)) mod 2^32. Return the final value as two lowercase 8-digit hex words joined by a hyphen, like 1a2b3c4d-55667788.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Wrote the 32-bit unsigned simulation exactly as specced (masking at every step; noted the intermediate sum's reduction is a no-op since imul reduces mod 2^32 anyway) and ran 25000 rounds.
compute-vm-1✓ pass1m 35s
prompt
Write and run a program to execute this tiny machine exactly. It has four registers a, b, c, d, all starting at 0, and a program counter starting at line 0. `set r n` sets r to n. `add r x`, `sub r x` and `mul r x` combine r with x (a register name or an integer), then reduce r modulo 1000003 into the range 0..1000002. `dec r` subtracts 1 from r. `jnz r k` jumps k lines (relative; k may be negative) if r is not 0. `halt` stops. Every other instruction moves to the next line. 0: set a 138 1: set b 894 2: set c 229 3: set d 573 4: add a 68 5: sub a 7 6: add a b 7: dec d 8: jnz d -4 9: mul a 48 10: dec c 11: jnz c -8 12: halt Respond with just the final value of register a.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
The jump targets were the crux: interpreting 'jumps k lines (relative)' as PC += k from the jnz line gives loop 4-8 for the inner loop and loop 3-11 for the outer (set d re-initializes each round) — a self-consistent structure, so I went with it. Simulated exactly, incl. mod-1000003 only on add/sub/mul.
compute-paths-1✓ pass1m 23s
prompt
Here is a grid of 25 rows and 25 columns. S is the top-left start, E is the bottom-right end, # is a wall and . is open. You may move up, down, left or right onto any non-wall cell. Find the length of the shortest path from S to E (the number of moves) and the number of distinct shortest paths modulo 1000000007. Write a program; this is not meant to be done by eye. S....#.....#.#..#........ ......#..##.....###.#.#.# #......##..###..#.#....## ......##...............#. #..#.#.....#.........#... ...#.##..#.#...#.....#.#. #......##.....#......#... ..#..#......##....###.#.. .#...###...#.#..#........ #....#.#.......##.......# ............###...#...... ...#..#.#.##...#......... .##......###...........#. ...##.......###....##..#. ###....#....#.##...###.#. ....#..#.....##...#...... .#...#..##.#...###...#.#. .##..#...#..........##... ...##......#.##.......#.. ....#........###..#....#. #....#.....#...#....#..#. ....##........#.#.#....#. ......#..##.#.....##..... #.#....###..#.....#...#.. ...#.#.#....#..#.......#E Respond with the two integers separated by a space, like `52 1840`.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Layered BFS with path-count accumulation mod 1e9+7. Note: I initially mistyped the last maze row from the prompt — re-fetched the challenge JSON to transcribe it exactly before solving.
compute-life-1✓ pass29s
prompt
Simulate Conway's Game of Life on a 20x20 grid that wraps around at every edge (a torus). # is alive and . is dead. A live cell with 2 or 3 live neighbours (out of its 8) stays alive; a dead cell with exactly 3 live neighbours becomes alive; every other cell is dead in the next generation. Starting grid, row 0 first: .#...#....#####....# .#..#...#.#.......## .##..........####... .#...###....###..... ##.#.##...#..##.#.#. #..#..#.#........#.. .........#.#.......# ...##..#.#..##.....# ....#...#.#.###.##.. ..#..#.#......#..### ..#.###..#...#.....# ##......#........##. .#..#..#.#.#..#.#..# .#...##..###...#.##. ##...#...##.#..#.... ..##.#...#.....##.## #...#.......#.###.#. #...#.#..#..##...##. #..#...#..#...#....# ..##.##..#.#....#... Run 150 generations. Report the number of live cells and the sum of row*20+column over all live cells (rows and columns numbered from 0). Respond as live:sum, like `37:7421`.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Straightforward toroidal Life simulation for 150 generations, grid parsed straight from the challenge JSON to avoid transcription slips. Result: 74 live cells, index sum 13916.
compute-fibmod-1✓ pass22s
prompt
Let F(0) = 0, F(1) = 1 and F(k) = F(k-1) + F(k-2). Compute F(n) mod m exactly for n = 6101183956977911 and m = 999983. Respond with just the integer.answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Fast-doubling Fibonacci mod 999983, verified against naive iteration for n<40 first. Got 6741.
compute-words-1✓ pass57s
prompt
Below is a text. Words are separated by spaces. Ignore letter case, and strip any punctuation or quote characters attached to a word. Count how often each word occurs, then report the 3 most frequent words, most frequent first, breaking ties alphabetically. Respond exactly as word=count,word=count,word=count. zandor titru vovo pellu pelpel. quibas voren vopel? Titru moqui "monix" titru ficzan ficzan Trubas tilu tisha Pelbas luvo Momo Zanvo! baska vovo quika Monix titru TITRU pelbas, quika titru pellu quika quibas QUIBAS ludor tilu? TRUBAS ficzan PELLU pelpel pellu LUDOR ficvo tisha Tisha Tisha titru vovo titru dorsha monix moqui titru ludor "vopel" luvo "TILU" Pellu momo moren ficvo TIKA tisha ludor ludor ficzan; ludor pellu, Zanvo pellu, Ludor monix Ludor tisha renvo moqui; katru voren moqui luvo monix tilu trubas ficzan TIKA ludor Momo renvo vopel tilu tilu? baska Quika Quibas RENVO, moren "ludor" vopel "pellu" Vovo titru titru tilu; luvo "Voren" QUIKA ludor pelbas tilu vosha LUVO voren ludor. moqui pelfic baska moren zandor quibas, Tilu luvo pellu ludor Pellu Baska tilu? moqui moqui zanvo Vosha quibas momo. tika. pellu pelfic Moqui pellu quika zanvo QUIKA lusha Tilu moren tilu dorsha dorsha momo Titru tisha voren pellu. ficvo lusha Tisha Momo Tilu luvo renvo TISHA renvo tika ficvo titru pellu titru pelpel ludor Momo Quibas dorsha Lusha tilu, Zandor vovo ficvo BASKA zandor pelfic monix Ludor tika vosha LUVO titru. pelbas vovo monix pelpel pellu Ludor zandor ficzan titru monix! renvo, dorsha ficzan zanvo vovo titru Tika ficzan "trubas" katru ludor moqui tilu titru quika vovo; pellu PELLU pellu, ficvo FICZAN? ficzan Momo trubas "Trubas" tisha momo monix dorsha renvo; Ficvo? renvo vopel vovo Quibas titru baska Trubas "Ludor" "pellu" Pelbas pellu renvo! tilu "Pellu" zanvo Dorsha zanvo tisha momo ludor quibas tika quibas titru Pelbas Vovo! ficzan renvo vosha ficvo Quibas vosha Pellu tilu ficzan moqui Ficzan moren renvo ficzan quika momo luvo. titru momo; Momo lusha! PELBAS Moren baska pelbas pelbas; voren Titru quika momo Renvo pelbas titru. Lusha "monix" LUDOR lusha monix. tilu! Titru. voren TISHA trubas quibas Titru quika titru LUSHA, Titru ludor; vosha momo; FICVO titru Pellu, Lusha Titru zanvo "pelpel" pelpel ficzan? ficzan monix Zanvo Ludor vopel "Lusha" pelbas Momo voren lusha quibas Quika "VOREN" vosha Katru monix pelpel. Quika tilu titru voren? voren Moren Quika PELBAS pelpel titru Quika pelpel trubas "dorsha" vosha ficvo vovo Tilu! titru. Tisha tisha quibas "pelbas" Katru "monix" pelbas dorsha renvo zanvo Vosha quibas tika TILU pelbas Renvo vovo trubas lusha moqui pelfic Renvo pellu! Vosha pelpel Zandor ludor momo Titru tilu baska pelpel quibas titru renvo Quika? moqui tika luvo pelbas luvo; vopel monix pelbas ficzan momo vovo Pelfic momo. renvo quika ludor, tisha Quika tilu Baska moren lusha renvo renvo Katru Luvo momo, quibas voren zandor renvo, dorsha Vovo dorsha; tilu ludoranswer
answer hidden on shared reportsgrader · score 1
agent's debrief
Case-folded, stripped edge punctuation, counted. Third place was a 24-way tie between pellu and tilu — applied the alphabetical tiebreak to pick pellu.
trace-1✓ pass1m 47s
prompt
What exactly does this JavaScript program print? Respond with just the printed output. const v1 = (0.1 * 7 + 0.2 * 7 === 0.3 * 7) ? "equal" : "different"; const v2 = [typeof null, typeof (() => 1), typeof typeof 9].join("/"); const v3 = [93, 9, 791, 1173].sort().join(","); const v4 = ["70" < "8", [] == false, null >= 0].map(Number).join(""); console.log(v1, v2, v3, v4);answer
answer hidden on shared reportsgrader · score 1
agent's debrief
Ran the actual snippet in node rather than trusting my float intuition (I expected 'different' — the sums do happen to be bitwise equal). The lexicographic sort and the three Number()-coercions were as expected.
fix-1— unanswered—
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Our shipping quote function below has one bug. Bug report: this order is quoted 521 cents, but the correct quote is 99: {"country":"ES","items":[{"grams":170,"qty":1,"price":5500,"fragile":false}]} Fix the bug without changing any other behaviour, then run the fixed quote() on each of the 20 orders below, in order. Respond with just the 20 results separated by commas. const ZONES = { FR: 1, DE: 1, ES: 1, IT: 1, GB: 2, US: 2, CA: 2, JP: 3, BR: 3, AU: 3 }; // any other country is zone 4 const BASE = [0, 436, 880, 1274, 1889]; // cents, by zone const PER_STEP = [0, 85, 146, 207, 275]; // cents per 250 g step, by zone const FREE_BASE_OVER = [0, 5500, 10200, 18800, Infinity]; // order value (cents) that waives the base fee function quote(order) { const zone = ZONES[order.country] ?? 4; let grams = 0; let value = 0; let fragile = 0; for (const item of order.items) { grams += item.grams * item.qty; value += item.price * item.qty; if (item.fragile) fragile += item.qty; } const steps = Math.max(1, Math.ceil(grams / 250)); let cents = PER_STEP[zone] * steps; if (value <= FREE_BASE_OVER[zone] || order.express) cents += BASE[zone]; cents += Math.min(fragile, 3) * (120 + 35 * zone); if (order.express) cents = Math.ceil((cents * (zone <= 2 ? 150 : 185)) / 100); if (order.coupon === "SHIP10") cents -= Math.min(cents >> 3, 500); return Math.max(cents, 99); } Orders: {"country":"AU","items":[{"grams":735,"qty":1,"price":18800,"fragile":false}]} {"country":"JP","items":[{"grams":1334,"qty":4,"price":7966,"fragile":false},{"grams":244,"qty":3,"price":4757,"fragile":true},{"grams":1002,"qty":4,"price":4057,"fragile":false},{"grams":879,"qty":3,"price":3997,"fragile":false}],"express":true,"coupon":"SHIP10"} {"country":"IT","items":[{"grams":446,"qty":1,"price":5500,"fragile":false}]} {"country":"AU","items":[{"grams":446,"qty":1,"price":7659,"fragile":false},{"grams":399,"qty":3,"price":8159,"fragile":true}],"express":true} {"country":"GB","items":[{"grams":656,"qty":4,"price":5874,"fragile":false},{"grams":1027,"qty":5,"price":3873,"fragile":false},{"grams":391,"qty":2,"price":3084,"fragile":false}]} {"country":"FR","items":[{"grams":437,"qty":5,"price":6046,"fragile":false}],"express":true,"coupon":"SHIP10"} {"country":"FR","items":[{"grams":1496,"qty":1,"price":5500,"fragile":false}]} {"country":"ES","items":[{"grams":1666,"qty":1,"price":5500,"fragile":false}]} {"country":"DE","items":[{"grams":485,"qty":1,"price":4405,"fragile":false}]} {"country":"NZ","items":[{"grams":227,"qty":3,"price":1727,"fragile":false},{"grams":1361,"qty":1,"price":2686,"fragile":false},{"grams":301,"qty":4,"price":3433,"fragile":false}]} {"country":"IT","items":[{"grams":1734,"qty":2,"price":3660,"fragile":false},{"grams":1689,"qty":3,"price":7948,"fragile":true},{"grams":499,"qty":1,"price":6865,"fragile":false},{"grams":1762,"qty":5,"price":1202,"fragile":false}]} {"country":"NZ","items":[{"grams":153,"qty":5,"price":7485,"fragile":false},{"grams":1201,"qty":5,"price":3312,"fragile":true},{"grams":1362,"qty":4,"price":1018,"fragile":true},{"grams":1379,"qty":5,"price":5615,"fragile":false}],"coupon":"SHIP10"} {"country":"ES","items":[{"grams":1723,"qty":3,"price":7605,"fragile":true},{"grams":1594,"qty":5,"price":1794,"fragile":true}]} {"country":"AU","items":[{"grams":1312,"qty":5,"price":1308,"fragile":false}]} {"country":"CA","items":[{"grams":1542,"qty":1,"price":10200,"fragile":false}]} {"country":"BR","items":[{"grams":661,"qty":2,"price":1491,"fragile":false},{"grams":1625,"qty":2,"price":7024,"fragile":false},{"grams":1593,"qty":4,"price":2517,"fragile":false},{"grams":885,"qty":1,"price":7284,"fragile":false}]} {"country":"CA","items":[{"grams":176,"qty":5,"price":8539,"fragile":true},{"grams":1522,"qty":1,"price":7310,"fragile":false}]} {"country":"ZA","items":[{"grams":440,"qty":4,"price":7671,"fragile":false},{"grams":1355,"qty":1,"price":8994,"fragile":false},{"grams":245,"qty":5,"price":4245,"fragile":true}],"express":true,"coupon":"SHIP10"} {"country":"DE","items":[{"grams":1398,"qty":1,"price":5500,"fragile":false}]} {"country":"AU","items":[{"grams":984,"qty":1,"price":18800,"fragile":false}]}implement-1— unanswered—
prompt
Write a function mergeIntervals(intervals). Each interval is a pair [start, end] of integers with start <= end, and includes both ends. It returns the intervals with every overlapping or touching pair merged (so [1, 3] and [3, 5] become [1, 5], but [1, 2] and [3, 4] stay apart), sorted by start. The input may be in any order. Run it on each of the 12 inputs below and respond with one line per input: the result as JSON, like [[1,5],[8,10]]. Spaces are ignored. [] [[1,3],[3,5]] [[1,2],[3,4]] [[5,9],[1,10]] [[25,29],[32,40],[26,32],[2,10]] [[1,8],[29,37],[38,43],[25,33],[9,16]] [[28,32],[8,16],[27,34],[2,9],[3,10],[11,16],[37,45]] [[40,42],[15,23],[16,19],[27,33],[13,16]] [[18,18],[9,11],[31,31],[14,15]] [[3,6],[37,43],[39,46]] [[7,9],[19,24],[27,34],[19,22],[33,34],[22,28],[5,10],[0,6]] [[8,10],[21,29],[4,8],[25,28],[18,24],[37,45],[39,47]]repo-1— unanswered—
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Download airbench.ai/f/7b5a0fec109c7bad3ceb58581280c6e3.zip and unzip it. It contains a small Python project (Python 3.10 or newer, standard library only) with a bug. Find and fix it, then run `python main.py data/real.csv` inside the project folder and respond with just the 8-character code it prints.repo-2— unanswered—
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Download airbench.ai/f/52084a29c61a8d17eb4d2ee5b80ae32e.zip and unzip it. It contains a small Python project (Python 3.10 or newer, standard library only) with bugs. Find and fix them, then run `python main.py data/real.csv` inside the project folder and respond with just the 8-character code it prints.
how this agent was configured
Hardware: the model runs on OpenRouter; the harness and its sandbox run on a NVIDIA DGX Spark (GB10, SM121, 128 GB unified memory of which ~119 GB usable), driver 580.126.09, CUDA 13.0, Ubuntu 24.04.4 (kernel 6.17.0-1008-nvidia, aarch64), Docker 29.1.3. Model: xiaomi/mimo-v2.6-flash on OpenRouter ($0.14/$0.28 per M tokens, 1.05M context, tools + image input), default OpenRouter provider routing, no sampling or reasoning parameters overridden (each harness sends its own defaults). Reached through the sandbox gateway's LLM forward on llm:9000 (served name mimo-v2.6-flash): it accepts only the sandbox, forwards only /v1/chat/completions and /v1/completions, rewrites every request's model to xiaomi/mimo-v2.6-flash, adds the OpenRouter key itself (the agent never sees it), and drops a stream that sends nothing for 300 s so the harness can retry. Context window declared to the harnesses: 1,050,000. Harness: dsh 0.2.0-rc.2, in a Docker sandbox built FROM node:22-bookworm-slim. Command: dsh --profile headless --patch <route patch> --json "<prompt>" (DeepSeek Harness headless profile, one fresh persisted session, via the sandbox shim; DSH_PERMISSION_MODE=danger-full-access so tool calls need no approval; DSH_HOME per session). Model settings: shipped headless profile unchanged except a --patch overlay: llm-pi-ai provider gx10 (api openai-completions, baseURL http://llm:9000/v1) with model mimo-v2.6-flash, input=[text,image], contextWindow=1050000, set as agent-default-model; telemetry left at the default (FEEDBACK_ONLY); DeepSeek's own web search needs a DeepSeek account and is not configured. Sandbox: read-only image, non-root (uid 1000), all capabilities dropped, 8 GB RAM / 8 CPUs / 1024 pids, fresh /work volume per start, no host mounts. Network: its only peer is a gateway container that forwards llm:9000 to the model server and runs an HTTP/CONNECT proxy to the public internet (ports 80/443/8080/8443); LAN, NAS, the host, Tailscale and the home's public IP are refused. So the agent reached airbench.ai and could install packages, nothing local. Orchestrator: agent-checkup-benchmark (github.com/dh7/agent-checkup-benchmark, private) at commit 88df29d, `checkup.py checkup --agent dsh-mimoflash` (gx10 agent config; sandbox, gateway and configs from homelab-inference commit 88b6586). The checkup's instructions were passed to the agent verbatim as a single message, nothing added; one attempt; time limit 2 hours per agent, set by the operator (enforced by an operator watcher or the orchestrator's --timeout 7200; the shim has no turn cap; airbench's axis deadlines are advisory, late answers are still graded). The session log (event stream, message history, egress log) is uploaded after the turn. Operator note: stopped at the operator's 2-hour cap per agent, after 120 min, while the agent was still working. Challenges it had not reached are unanswered.
conclusion
Stopped at the operator's 2-hour cap per agent while the agent was still working, no provider errors. By then it had text, mail and store perfect and vision 18/19; 4 code challenges were never reached. The same model scored 49/49 on opencode (59 min) and Hermes (92 min); dsh was simply slower.