Benchmark v1.0 · report

dsh/rtx5090/swift-1.5-qwen3.8-27b-q6_k-mtp

setup

model type: open model (local)
hardware: RTX5090
harness: dsh
model: swift-1.5-qwen3.8-27b-q6_k-mtp

modelself-reportedswift15-qwen38-mtp

started 2026-10-07 21:28 UTC

overall

Answered 36 of 49 challenges; 35 correct.

35 of 49 challenges passed

partial run · 13 unanswered, counted against the score

35 passed
1 failed
13 not answered

vitals

time

1h 57m

answered

73%

failed

success

71%

systems

Math test

9/9 passed

1m 24s

letter-count-1✓ pass53s
prompt
How many times does the letter "z" appear in "kzatizanzz"? Answer with just the number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Trivial letter count; kzatizanzz has four z's. Answered immediately.
decimal-compare-1✓ pass4s
prompt
Which decimal number is larger, 1.25 or 1.7? Answer with just the larger number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Routine decimal comparison; 1.7 > 1.25.
arithmetic-1✓ pass4s
prompt
Compute step by step, left to right (no operator precedence): 17 * 7 + 3 / 2 * 5. Answer with just the final number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Left-to-right evaluation (no precedence): 119, 122, 61, 305. Verified with a script.
unit-convert-1✓ pass4s
prompt
Convert 15 kg to g. Now treat that resulting number as a fresh quantity of km and convert it to m (1 km = 1000 m). Answer with just the final integer number of m.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
15 kg = 15000 g, then 15000 km = 15,000,000 m. Straightforward chained conversion.
format-json-1✓ pass12s
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 "5888". "checksum" must be a JSON number (not a string) equal to the sum of the digits of 5888. Example shape: {"answer":"1234","checksum":10}
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Formatted a JSON object with 'answer'='5888' and numeric checksum 29 (5+8+8+8). Kept key order as requested.
math-add-1✓ pass4s
prompt
What is 8 + 6? Answer with just the number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
8 + 6 = 14. Trivial.
math-sum-1✓ passbatched
prompt
Compute the exact sum of 733 + 932. Respond with just the integer.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
733 + 932 = 1665. Simple integer addition.
math-expression-1✓ pass4s
prompt
Evaluate this expression exactly and respond with just the integer: ((-7 + 11) * (11 - 32)) + (-8 * 9) - 35
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Evaluated step by step: (4 * -21) + (-72) - 35 = -191. Verified with Python.
math-determinant-1✓ passbatched
prompt
Compute the exact determinant of this 4x4 matrix. Respond with just the integer. [4, -7, -7, -7] [-8, 2, -2, -1] [9, 6, 7, 1] [-6, -7, -4, -5]
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Computed the 4x4 determinant by cofactor expansion in Python; result -2513. Only one I needed a script for.

Vision test

19/19 passed

1h 03m

acuity-20✓ pass2m 06s
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 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 reports
grader · score 1
agent's debrief
Eye chart, row 4 group 2. The image was legible at full size; row 4 reads GF8DQ / 767W3 / 6H3A8, so group 2 is 767W3. Confident.
acuity-14✓ pass7s
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 reports
grader · score 1
agent's debrief
Eye chart row 5 group 3. Row 5 reads E6BYT / UPQJR / ZF8BA. The text is small at that row size but I could read it clearly; confident in ZF8BA.
acuity-10✓ pass29s
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 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 reports
grader · score 1
agent's debrief
Row 6 group 3. Text at that row is very small, so I cropped and upscaled the row 4x with PIL before reading: TM4XU / AG5R3 / XRRVR. Confident after the zoom.
acuity-8✓ pass10s
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 reports
grader · score 1
agent's debrief
Smallest row (row 7) group 2. Cropped and upscaled 5x before reading: AB2Z2 / KHGB5 / A4Y2D. Answer KHGB5; the zoom made it legible, confident.
count-simple✓ pass7s
prompt
Look at the image at (fetch it and view it). How many teal diamonds are in the image? Answer with just the number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Seven shapes total: 3 teal diamonds, 1 green square, 3 circles (red, orange, green). Answer 3. Easy.
count-medium✓ pass19s
prompt
Look at the image at (fetch it and view it). How many green circles are in the image? Answer with just the number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Counted green circles row by row: 2+1+4+2+3=12. Careful to exclude the 2 green diamonds and the green triangle, which are green but not circles. Fairly confident.
count-complex✓ pass3m 01s
prompt
Look at the image at (fetch it and view it). How many orange diamonds are in the image? Answer with just the number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Too many shapes to count reliably by eye, so I ran connected-component analysis on an orange color mask and classified each by fill ratio and mid-width. Got 33 diamonds (plus 3 squares, 2 circles, 3 triangles). Trusting the program over my eyeball count of 32.
spatial-simple✓ pass2m 04s
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 reports
grader · score 1
agent's debrief
5x5 grid; the single red circle sits in the bottom-right cell. Easy.
spatial-medium✓ pass4m 27s
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 reports
grader · score 1
agent's debrief
The green square (row 1, col 5) has two lines: one terminates at it (from the green circle) and one leaves it toward the lower-left. Cropped both ends to check arrowheads: the leaving line ends in an arrowhead at the purple square. Answer: purple square.
spatial-complex✓ pass9m 36s
prompt
Look at the image at (fetch it and view it). Which shape is 2 steps after the purple square along the arrows? Answer with just the colour and shape, e.g. teal diamond.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Found the single purple square (row 6, col 7), cropped the neighborhoods to trace arrowheads: it points to the orange circle (row 8, col 8), which in turn points to the purple diamond (row 7, col 6). So 2 steps out = purple diamond.
chart-simple✓ pass5m 33s
prompt
Look at the image at (fetch it and view it). What is the title shown at the top of this chart? Answer with just the chart title.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Bar chart; the main title at the top reads 'Server Incidents' (subtitle 'Reported incidents per month'). Trivial.
chart-medium✓ pass6m 49s
prompt
Look at the image at (fetch it and view it). Using the "New Signups" chart, approximately what is the difference in value between Jan and Jun? Answers within +/-8 are accepted.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Single-series bar chart 'New Signups'. Measured bar pixel heights against gridlines: Jan=27, Jun=54, difference 27. Within the +/-8 tolerance by a wide margin.
chart-complex✓ pass5m 19s
prompt
Look at the image at (fetch it and view it). Using the "New Signups" chart, approximately what is the difference between Returning and New in Oct? Answers within +/-4 are accepted.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Grouped bars New (blue) vs Returning (orange). Measured Oct bars against the 0/100 gridline scale: New=53, Returning=60, difference Returning-New = 7. Comfortably within +/-4.
screenshot-simple✓ pass3m 45s
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 reports
grader · score 1
agent's debrief
Cart shows Desk Lamp x2 $75.30 and Notebook x3 $66.87, Total $142.17. Arithmetic checks out. Easy.
screenshot-medium✓ pass3m 33s
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 reports
grader · score 1
agent's debrief
Cart total shown is $342.96; line items 93.04+167.80+82.12 sum to the same. Easy.
screenshot-complex✓ pass3m 37s
prompt
Look at the image at (fetch it and view it). What is the line total for Laptop Sleeve on this order summary? Answer with just the amount, e.g. $12.34.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Order summary table; Laptop Sleeve row: x3 at $45.74, Line Total $137.22. Arithmetic consistent.
diagram-simple✓ pass3m 44s
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 "Ibis"? Answer with just the box name, e.g. Kettle.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Tree diagram: Beacon -> Sitar/Onyx; Onyx -> Nickel/Ibis/Violin. So the box with an arrow into Ibis is Onyx. Easy.
diagram-medium✓ pass2m 54s
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 "Delta"? Answer with just the box name, e.g. Kettle.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Tree: Cypress is the root with arrows to Delta, Alder, and Coyote. So the parent of Delta is Cypress. Easy.
diagram-complex✓ pass5m 48s
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 "Ocelot"? Answer with just the box name, e.g. Kettle.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Large flowchart. Cropped the Ocelot region: the only arrowhead touching Ocelot comes from Gecko's lower-right. Answer Gecko.

Finding and reading email test

6/6 passed

1h 43m

aggregate-1✓ pass1h 43m
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai How many messages in the inbox folder have attachments? Answer with just the number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Counted hasAttachments:true across all 24 inbox messages from the embedded JSON payload; matches the Attachments label view showing 5 inbox messages.
aggregate-2✓ passbatched
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai How many messages are marked unread in the inbox folder? Answer with just the number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Counted unread:true flags among the 24 inbox messages in the server-rendered payload.
temporal-1✓ passbatched
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai What is the subject of the newest message in the sent folder? Answer with just the subject line, exactly as shown.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Sent folder list is newest-first; top item is 2001-12-17T22:57:44 'FW: Chase Backtest' (page 1 of 3, so newest is present).
temporal-2✓ passbatched
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai What is the subject of the oldest message in the inbox folder? Answer with just the subject line, exactly as shown.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Inbox list newest-first; last item (2001-04-24T17:46) is 'DRAFT- TAP Power Outage', the oldest of 24.
needle-1✓ passbatched
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai In Renee's reply to Phillip about the Deferred Phantom Stock Units payout, how many shares does she say are reflected on the 9/30/01 statement? Answer with just the number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Renee Ratcliff's 11/2 RE: states 'We will be distributing the shares reflected on your 9/30/01 statement (6,606 shares plus cash for fractional shares)'.
needle-2✓ passbatched
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 reports
grader · score 1
agent's debrief
FW: Curve Shift File body: 'The biggest difference is 9/14 ($500 million)' - the dollar amount called out as the biggest actual-vs-theoretical curve shift difference.

Purchasing test

1/4 passed · 2 unanswered

1h 57m

find-product-1✕ fail1h 57m
prompt
The store is at abostore.airbench.ai Among products in the **Office & School** category priced under **$150** with a rating of at least **4.8**, 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 reports
grader · score 0
agent's debrief
Crawled the full 8915-product catalog (400 pages) and filtered Office & School, price < 150, rating >= 4.8; lowest price is 40.84 for amazon.de:B07VZPR8H1.
find-product-2✓ passbatched
prompt
The store is at abostore.airbench.ai Among products in the **Automotive** category priced at or above **$400** with a rating of at least **3.5**, 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 reports
grader · score 1
agent's debrief
Crawled the full 8915-product catalog and filtered Automotive, price >= 400, rating >= 3.5; lowest price is 422.20 for amazon.com.au:B07X247Y8Y.
purchase-1— unanswered—
prompt
The store is at abostore.airbench.ai Buy exactly 2 units of No Longer in Use (product id amazon.ca:B07K2PKQ8V, abostore.airbench.ai/product/no-longer-in-use-b07k2pkq8v) on abostore, completing checkout with a valid payment method. Use the checkout email aidoctor-7dde445d@aidoctor.test. Answer with just the resulting order id.
recover-decline-1— unanswered—
prompt
The store is at abostore.airbench.ai Buy exactly 2 units of AmazonBasics Standard Duty Pleated Cellulose Water Filter | 16,000 Gallons, Equivalent to Culligan S1A, 2-Pack (product id amazon.ae:B07QGJFZ82, abostore.airbench.ai/product/amazonbasics-standard-du…) 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-2835703a@aidoctor.test for both attempts. Answer with just the order id of the successful (approved) order.

Coding test

not examined · 0/11 answered

compute-hash-1— unanswered—
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 = [2232719333, 520960106, 3023108595, 213502288, 1408044433, 4029676806, 1394816575, 1106734348, 1839938429, 1199924962, 2171283659, 2482719752], x = 4144049577, y = 898757118 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.
compute-vm-1— unanswered—
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 270 1: set b 97 2: set c 270 3: set d 346 4: sub b a 5: mul b 20 6: sub a 77 7: dec d 8: jnz d -4 9: sub a 79 10: dec c 11: jnz c -8 12: halt Respond with just the final value of register a.
compute-paths-1— unanswered—
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`.
compute-life-1— unanswered—
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`.
compute-fibmod-1— unanswered—
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 = 794932551030069 and m = 999983. Respond with just the integer.
compute-words-1— unanswered—
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. Tipel Renbas dorbas shapel quiren Karen ficti shapel pelfic shaka pellu. nixnix vomo pelren "shaka" basnix, Nixqui "Moti" pelpel Truti; "dorbas" Pelfic BASNIX! Kafic? Nixqui! Trumo karen "Nixnix" Shaka Ficti pelpel tiqui Pelfic shapel tipel Karen Karen shapel Shapel Truti Shaka pelfic tipel karen shaka vomo; pellu karen karen quimo quimo Shabas vomo renbas Quiren "nixqui" truti, lupel karen! SHAPEL shaka shaka, karen pelfic QUIMO DORMO karen; karen, shabas shaka "nixnix" renqui Karen "pelpel" trumo nixbas? shapel Shaka Pellu lupel, lupel dorbas lupel luka quiren quimo Pelfic? Quiren luka luka nixnix nixti quimo moti nixbas pellu renqui basnix Basnix kafic! shaka tipel? tipel shaka. NIXNIX? shapel pelren Pelfic luka! Vomo PELREN quiren RENPEL Tipel nixbas karen karen kafic renpel "pelfic" "shapel" Renbas Shabas shaka karen nixbas shaka basnix shaka nixnix karen dorbas pellu pelpel Luka moti nixbas karen, nixnix lupel pelren, Ficti? tiqui Renpel! shapel kafic! Nixnix! renbas luka shapel shapel? dormo, shapel KAFIC; karen nixnix nixbas shapel MOTI shapel. shapel Quimo kafic shaka renpel tipel vomo nixnix Pelfic quimo Ficti ficti? Quiren pelfic KAREN quiren pellu vomo Renbas basnix lupel. nixti kafic Basnix. "quimo" Trumo shaka? shaka nixbas ficti shapel pelfic kafic quiren karen karen pelpel quimo shaka pelpel "dormo" Quiren nixbas Renbas, Moti quiren dormo luka Pelfic LUKA karen "moti" tipel renbas Shaka renbas kafic? renqui nixbas nixti Karen! tipel Renbas tiqui renpel quimo Kafic Dorbas "ficti" moti karen Karen shapel Shaka Lupel tiqui karen, shaka Karen Vomo "renqui" renpel Shaka. Moti quimo nixnix renpel renqui pelren basnix quimo Truti shapel Pelpel tiqui tipel Moti lupel ficti shaka NIXTI shaka trumo shaka "shaka" renbas shapel tiqui karen renqui moti RENQUI "kafic" quiren; Quiren renpel Ficti lupel quiren shapel shaka. pelpel quimo renpel pelfic, pelfic karen karen shaka truti Pelpel basnix Shapel! nixnix! renbas RENPEL "Truti" nixti pellu moti Trumo karen Pelren Ficti dormo renbas Nixqui shaka; renpel Moti; vomo tipel quiren "karen" Quiren Basnix nixti quimo Pellu tiqui Karen truti! Tipel Karen? nixnix renqui. trumo renpel nixbas pelfic pelfic shaka Karen nixnix pellu pellu Trumo luka pelren quiren ficti Tiqui renqui pelren. shapel karen; Nixbas nixqui karen karen quiren Karen shapel? Quimo nixti renpel nixbas? pelfic quiren Shaka karen? Karen moti pelfic lupel Nixbas karen Renbas Pelren shaka tiqui renpel tipel lupel luka shapel pellu, pelfic kafic nixnix shaka karen moti renqui MOTI ficti tipel kafic pelfic shaka trumo! shapel "PELFIC" trumo tipel shaka, Pelfic karen nixbas Shaka dorbas basnix nixnix pelren lupel basnix pelfic Luka Ficti! nixnix Karen Pelfic nixqui quiren basnix luka, dormo renpel; pelren vomo
trace-1— unanswered—
prompt
What exactly does this JavaScript program print? Respond with just the printed output. const v1 = ["10" < "2", "1" == 1, [] == false].map(Number).join(""); const v2 = "4" + 9 - 7 + "7"; const v3 = ["7", "43", "11"].map(parseInt).join(","); const v4fns = []; for (var v4i = 0; v4i < 3; v4i++) v4fns.push(() => v4i * 3); let v4 = 0; for (const f of v4fns) v4 += f(); console.log(v1, v2, v3, v4);
fix-1— unanswered—
prompt
Our shipping quote function below has one bug. Bug report: this order is quoted 3106 cents, but the correct quote is 3107: {"country":"AU","items":[{"grams":388,"qty":1,"price":7041,"fragile":false}],"express":true} 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, 401, 741, 1261, 1602]; // cents, by zone const PER_STEP = [0, 65, 122, 209, 300]; // cents per 250 g step, by zone const FREE_BASE_OVER = [0, 5000, 11600, 16700, 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.floor((cents * (zone <= 2 ? 150 : 185)) / 100); if (order.coupon === "SHIP10") cents -= Math.min(cents >> 3, 500); return Math.max(cents, 99); } Orders: {"country":"CA","items":[{"grams":1923,"qty":1,"price":580,"fragile":true}],"express":true} {"country":"CA","items":[{"grams":1206,"qty":4,"price":7133,"fragile":false},{"grams":668,"qty":4,"price":8379,"fragile":false}]} {"country":"IT","items":[{"grams":2035,"qty":1,"price":8352,"fragile":false}],"express":true} {"country":"BR","items":[{"grams":2754,"qty":1,"price":4535,"fragile":true}],"express":true} {"country":"IT","items":[{"grams":1346,"qty":1,"price":3173,"fragile":false},{"grams":903,"qty":1,"price":8901,"fragile":false},{"grams":1186,"qty":1,"price":6932,"fragile":false}],"express":true} {"country":"AU","items":[{"grams":1769,"qty":2,"price":5367,"fragile":false},{"grams":376,"qty":3,"price":7541,"fragile":true},{"grams":948,"qty":2,"price":968,"fragile":false},{"grams":129,"qty":1,"price":3964,"fragile":true}],"express":true} {"country":"MX","items":[{"grams":251,"qty":1,"price":6008,"fragile":false},{"grams":580,"qty":3,"price":6743,"fragile":true}],"express":true} {"country":"JP","items":[{"grams":1499,"qty":1,"price":615,"fragile":false},{"grams":1063,"qty":1,"price":6272,"fragile":false},{"grams":780,"qty":1,"price":7667,"fragile":false},{"grams":282,"qty":2,"price":5320,"fragile":true}]} {"country":"GB","items":[{"grams":2113,"qty":1,"price":6831,"fragile":false}],"express":true} {"country":"US","items":[{"grams":622,"qty":1,"price":4490,"fragile":false},{"grams":956,"qty":5,"price":7058,"fragile":false},{"grams":270,"qty":2,"price":629,"fragile":true},{"grams":1464,"qty":3,"price":3503,"fragile":false}],"coupon":"SHIP10"} {"country":"CA","items":[{"grams":1713,"qty":1,"price":489,"fragile":false},{"grams":1097,"qty":2,"price":5505,"fragile":false},{"grams":533,"qty":5,"price":4922,"fragile":false}],"coupon":"SHIP10"} {"country":"ES","items":[{"grams":840,"qty":1,"price":7998,"fragile":false},{"grams":511,"qty":1,"price":1670,"fragile":false}]} {"country":"GB","items":[{"grams":709,"qty":1,"price":5162,"fragile":false}],"express":true} {"country":"US","items":[{"grams":95,"qty":1,"price":8135,"fragile":false},{"grams":1625,"qty":1,"price":5031,"fragile":true},{"grams":1357,"qty":1,"price":7606,"fragile":false}],"coupon":"SHIP10"} {"country":"FR","items":[{"grams":583,"qty":1,"price":1529,"fragile":false}],"express":true} {"country":"JP","items":[{"grams":1195,"qty":2,"price":4328,"fragile":false},{"grams":522,"qty":4,"price":7542,"fragile":false},{"grams":489,"qty":1,"price":6721,"fragile":false},{"grams":1384,"qty":3,"price":4072,"fragile":true}]} {"country":"DE","items":[{"grams":1913,"qty":1,"price":5900,"fragile":false}],"express":true} {"country":"JP","items":[{"grams":484,"qty":1,"price":6352,"fragile":false},{"grams":1139,"qty":2,"price":3420,"fragile":false},{"grams":740,"qty":4,"price":3354,"fragile":false}],"coupon":"SHIP10"} {"country":"JP","items":[{"grams":833,"qty":2,"price":4812,"fragile":true}]} {"country":"GB","items":[{"grams":2531,"qty":1,"price":2963,"fragile":false}],"express":true}
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]] [[9,16],[37,43],[1,1],[9,11],[4,10]] [[27,32],[8,12],[38,40],[36,36],[24,31]] [[14,17],[13,14],[33,36],[15,15],[18,22],[0,2]] [[2,10],[6,13],[2,6],[40,40],[2,8]] [[32,33],[18,23],[12,15],[32,40],[4,11],[34,34],[26,32]] [[34,38],[18,21],[16,22],[19,22],[30,32],[12,12],[5,10]] [[12,14],[32,32],[34,37],[36,42],[16,23],[1,7],[18,20]] [[18,26],[10,15],[34,40],[27,27],[15,21],[12,14],[17,25]]
repo-1— unanswered—
prompt
Download airbench.ai/f/caea41c37ad69a553e5d8832a1f30a48.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—
prompt
Download airbench.ai/f/99cafe826ea07c6c8f4cec2f537e002b.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: NVIDIA RTX 5090 32 GB (SM120), x86_64, driver 595.84, Ubuntu 24.04 (host hal5090). Model server: Checkpoint ukisai/Swift-1.5-Qwen3.8-27B-GGUF Q6_K (22.2 GiB) + mmproj F16, fully on the RTX 5090. llama.cpp server build 11243 (ghcr.io/ggml-org/llama.cpp:server-cuda @ sha256:1c568d22): -c 131072 -np 1 -fa on -ctk q8_0 -ctv q8_0 --jinja --reasoning-format auto --spec-type draft-mtp --spec-draft-n-max 3 -fitt 2048 (the GGUF's built-in MTP head). ~70 tok/s decode short, 54-65 at 60k (vs 60 / 51 plain). Harness: dsh 0.2.0-rc.2 (DeepSeek Harness, @deepseek-ai/dsh) in a container (node:22): `dsh --profile headless --patch <file> --json <prompt>` with DSH_PERMISSION_MODE=danger-full-access and DSH_TELEMETRY_MODE=DISABLED; the patch adds one pi-ai openai-completions route; context 131072, max output 32768 tokens and makes it the default model, same overlay as gx10's dsh agent; everything else, compaction included, is the headless profile's default. Orchestrator: github.com/dh7/agent-checkup-benchmark @ 281a164; the checkup instructions are passed verbatim as a single prompt, one attempt, no time limit unless noted. Model requests pass through the orchestrator's local proxy, which only intervenes when the server rejects prompt + max_tokens as over the context window: it then retries once with max_tokens lowered to fit.

conclusion

Result: 35 passed, 1 failed, 13 unanswered (math 9/9, vision 19/19, mail 6/6, purchasing and coding not reached). Stopped by the operator at the 120-minute cap. Everything it answered but one was right. dsh changes something near the start of its prompt on every step, so llama.cpp cannot reuse its prompt cache and reprocesses most of the conversation before each answer; the steps are slow and the run did not reach the last two sections in 2 hours. Best local dsh result so far (MTP speeds the generation part; the prompt reprocessing is unchanged). Written by the orchestrator (agent-checkup-benchmark) from the run's logs and diagnosis.