Benchmark v1.0 · report

openclaw/rtx5090/qwen3.8-27b-nvfp4-mtp

sharedairbench.ai/checkup/4ca78dc0-7b6b-4db5-bdd4-23d92fb706bf/report

setup

model type: open model (local)
hardware: RTX5090
harness: openclaw
model: qwen3.8-27b-nvfp4-mtp

modelself-reportedhal/qwen38-27b-nvfp4-mtp

started 2026-09-27 20:20 UTC · shared 2026-09-28 19:25 UTC

overall

Answered 26 of 49 challenges; 24 correct.

24 of 49 challenges passed

partial run · 23 unanswered, counted against the score

24 passed
2 failed
23 not answered

vitals

time

27m 01s

answered

53%

failed

success

49%

systems

Math test

8/9 passed

1m 45s

letter-count-1✓ pass1m 06s
prompt
How many times does the letter "r" appear in "nirxrtruzan"? Answer with just the number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Trivial: scanned the string n-i-r-x-r-t-r-u-z-a-n and counted the rs. Confident in 3.
decimal-compare-1✓ pass4s
prompt
Which decimal number is larger, 1.6 or 1.23? Answer with just the larger number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Easy: 1.6 vs 1.23 — 1.6 = 1.60 > 1.23. Routine compare.
arithmetic-1✓ pass4s
prompt
Compute step by step, left to right (no operator precedence): 46 - 8 + 18 - 9 - 8. Answer with just the final number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Straight left-to-right: 46-8=38, +18=56, -9=47, -8=39. No ambiguity since it specified left-to-right order.
unit-convert-1✓ pass4s
prompt
Convert 8 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
Two-step conversion: 8 kg = 8000 g, then 8000 km = 8,000,000 m. The twist was just re-labelling the number, easy.
format-json-1✓ pass4s
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 "7988". "checksum" must be a JSON number (not a string) equal to the sum of the digits of 7988. Example shape: {"answer":"1234","checksum":10}
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Format test: object with answer first, checksum as a number = 7+9+8+8 = 32. Done in one pass.
math-add-1✓ pass4s
prompt
What is 10 + 4? Answer with just the number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
10+4=14, trivial.
math-sum-1✓ pass4s
prompt
Compute the exact sum of 250 + 250. Respond with just the integer.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
250+250=500, trivial.
math-expression-1✓ pass10s
prompt
Evaluate this expression exactly and respond with just the integer: ((-17 + -19) * (28 - 25)) + (-9 * -1) - 48
answer
answer hidden on shared reports
grader · score 1
agent's debrief
(-17+-19)=-36, (28-25)=3, product -108; (-9*-1)=9; -108+9-48=-147. I initially mis-mental-mathed to -49, caught it by verifying in Python before submitting. Good that I double-checked.
math-determinant-1✕ fail4s
prompt
Compute the exact determinant of this 4x4 matrix. Respond with just the integer. [7, -3, 2, -6] [-7, -3, 4, 2] [0, -3, 12, 4] [-8, 4, 5, 12]
answer
answer hidden on shared reports
grader · score 0
agent's debrief
Computed via exact permutation expansion in Python: det = -2508. Hand-computing a 4x4 determinant is error-prone, so I trusted the program.

Vision test

16/19 passed · 2 unanswered

27m 01s

acuity-20✓ pass2m 14s
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 reports
grader · score 1
agent's debrief
Read the eye chart image directly: row 4 group 1 is PNTF3, clearly legible at that row size. Easy.
acuity-14✓ pass40s
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 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
Read row 5 middle group: B5G3K. The characters are a bit small but legible; I read the first char as B (not 8) because it has a flat left stem.
acuity-10✓ 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 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 reports
grader · score 1
agent's debrief
Row 6 middle group is very small: ZUUAK. The two U vs N distinction is the tricky part at this size; the middle character has a clear downward curve so I read U U A K.
acuity-8✓ pass23s
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 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 7 is tiny at native size, so I cropped and 4x-upscaled the bottom-right region before reading. That made WBPYV unambiguous. Without the crop I would have risked a misread on the smallest row.
count-simple✓ pass1m 38s
prompt
Look at the image at (fetch it and view it). How many teal circles are in the image? Answer with just the number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Counted programmatically via flood-fill connected components per color (teal = 6 circles) and cross-checked by eye: two top, one middle, one left, one right-middle, one bottom. Confident.
count-medium✓ pass25s
prompt
Look at the image at (fetch it and view it). How many red squares are in the image? Answer with just the number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Programmatic flood-fill gave 13 red squares plus distractors (2 triangles, 2 circles, 1 diamond); I verified against the image row by row and it matched. One judgment call: a red diamond (45-degree rotated square) is present — I did not count it as a square, so if the grader counts it the answer would be 14.
count-complex✓ pass10s
prompt
Look at the image at (fetch it and view it). How many teal squares are in the image? Answer with just the number.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Dense image, so I counted programmatically: teal components split into 21 squares, 3 triangles, 3 diamonds, 3 circles. Eyeballing the image I could not reliably get to 21 by hand, which is why I trusted the flood-fill. Same diamond-not-a-square judgment as before; if a teal diamond counts as a square it would be 24.
spatial-simple✓ pass18s
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
Straightforward 5x5 grid; the red circle sits top-left at row 1, column 1. No ambiguity.
spatial-medium✓ pass20s
prompt
Look at the image at (fetch it and view it). Which shape has an arrow pointing to the purple triangle? Answer with just the colour and shape, e.g. teal diamond.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Traced every arrow: the only arrow ending at the purple triangle (top-right) starts at the orange diamond (row 4, col 5). Easy trace; the arrows are long but clearly drawn.
spatial-complex✕ fail13m 44s
prompt
Look at the image at (fetch it and view it). Which shape is 3 steps after the teal square along the arrows? Answer with just the colour and shape, e.g. teal diamond.
answer
answer hidden on shared reports
grader · score 0
wrong shape
agent's debrief
Dense 8x8 diagram with a tangle of crossing arrows near the bottom. I detected all shapes programmatically, then verified lines by pixel-coverage probes: teal square (r8c3) -> orange diamond (r7c5, mid-coverage 0.96, no gaps), and orange diamond -> purple triangle (r8c6) via the 1.0-coverage red_circle->blue_circle component with an arrowhead at the purple triangle, confirmed in a 3x zoom. Step 1 = orange diamond, step 2 = purple triangle.
chart-simple✓ pass1m 22s
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 big title is New Signups with the subtitle New account signups per month underneath. I took the largest top line as the title.
chart-medium✓ pass36s
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
Same title treatment as the simple chart: New Signups as the big title with New account signups per month as subtitle. The data differs (8 months, different scale) but the title is identical. A bit of a trap since both charts share the title, but that is what is shown.
chart-complex✓ pass1m 28s
prompt
Look at the image at (fetch it and view it). Using the "Website Sessions" chart, approximately what value did Paid have in Jun? Read it off the y-axis; answers within +/-3 are accepted.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Read the Website Sessions chart and measured the Jun Paid bar programmatically: y-axis calibrated from gridlines (0 at y=680, 100 at y=119.5, i.e. 5.6 px/unit), Paid (orange) Jun bar top at y=199 -> (680-199)/5.6 = 85.9, so about 86 thousand sessions. Eyeballing gave ~85-87, program measurement settles it at 86.
screenshot-simple✓ pass40s
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 screenshot: Water Bottle x2 @ $16.23 = $32.46 plus Phone Stand x1 @ $46.33 = $46.33; total shown is $78.79. Also sanity-checked: 32.46 + 46.33 = 78.79, so the displayed total is arithmetically consistent.
screenshot-medium✓ pass41s
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
Four line items: 155.76 + 177.72 + 67.54 + 31.04 = 432.06, matching the displayed Total $432.06. Each unit price also checks out against its quantity.
screenshot-complex✓ pass1m 30s
prompt
Look at the image at (fetch it and view it). What is the discount amount shown 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 with 10 line items. Discount line shows -$68.96. Verified the whole summary: line items sum to 626.88 (subtotal), 626.88 - 68.96 + 5.41 shipping + 50.21 tax = 613.54, matching the Total. The displayed discount amount is $68.96.
diagram-simple✓ pass43s
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 "Anchor"? Answer with just the box name, e.g. Kettle.
answer
answer hidden on shared reports
grader · score 1
agent's debrief
Small tree diagram: Bison -> Topaz and Bison -> Anchor; Topaz -> Marmot and Topaz -> Cypress. The only arrow ending at Anchor comes from Bison. Trivial.
diagram-medium— unanswered—
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 "Tuba"? Answer with just the box name, e.g. Kettle.
diagram-complex— unanswered—
prompt
Look at the image at (fetch it and view it). This diagram shows named boxes connected by arrows. Which box does the arrow from "Lemur" point to? Answer with just the box name, e.g. Kettle.

Finding and reading email test

not examined · 0/6 answered

aggregate-1— unanswered—
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai How many messages are marked unread in the archive folder? Answer with just the number.
aggregate-2— unanswered—
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai How many messages in the mailbox are dated during September 2001? Answer with just the number.
temporal-1— unanswered—
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai What is the subject of the newest message in the archive folder? Answer with just the subject line, exactly as shown.
temporal-2— unanswered—
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai What is the subject of the oldest message in the sent folder? Answer with just the subject line, exactly as shown.
needle-1— unanswered—
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai In Phillip's message to gthorse@keyad.com about the Colonial Oaks property, what is the actual NOI for 2001 given for the property? Answer with just the number.
needle-2— unanswered—
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai In Jim Wills' correction about the Killeen post office price (quoted in Phillip's reply asking for help analyzing the numbers), what corrected price does he give? Answer with just the number.

Purchasing test

not examined · 0/4 answered

find-product-1— unanswered—
prompt
The store is at abostore.airbench.ai Among products in the **Fashion** category priced under **$100** 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).
find-product-2— unanswered—
prompt
The store is at abostore.airbench.ai Among products in the **Fashion** category priced under **$75** with a rating of at least **4.5**, 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).
purchase-1— unanswered—
prompt
The store is at abostore.airbench.ai Buy exactly 2 units of AmazonBasics UV-Reflecting Foldable Front Windscreen Sun Shade, 0.1 mm Thickness, Sun protection., silver colours (product id amazon.de:B07TPPHLGQ, abostore.airbench.ai/product/amazonbasics-uv-reflecti…) on abostore, completing checkout with a valid payment method. Use the checkout email aidoctor-ea220fad@aidoctor.test. Answer with just the resulting order id.
recover-decline-1— unanswered—
prompt
The store is at abostore.airbench.ai Buy exactly 1 unit of UMI. Essential Pack of 2 Gift Toys for Puppies & Dogs, Spiny Football and Rubber Bone Dental Chew Dog Toy Value Pack (product id amazon.co.uk:B082HFRCQB, abostore.airbench.ai/product/umi-essential-pack-of-2-…) 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-60e927d4@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 = [3780441775, 4064699452, 339019885, 3135108242, 3721141819, 4164303928, 1296271257, 3608522926, 4001273863, 1811782516, 3148252933, 325024266], x = 192368659, y = 4089929200 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 576 1: set b 86 2: set c 398 3: set d 355 4: add b a 5: sub a 45 6: mul a 21 7: dec d 8: jnz d -4 9: add b a 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 = 212631833017803 and m = 2750159. 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. Luzan Timo luren mosha luren timo Timo trupel quific movo kamo truzan "kalu" timo Kamo quific modor baslu kabas truren movo baslu lulu shavo dormo Mosha vofic; timo vonix! Lunix Vonix peldor timo ficmo lulu modor truvo dorzan mofic Vofic vonix quizan shavo dorzan Truzan quific vonix peldor dormo quika baslu truvo kalu dormo Shavo quizan Baslu Quific Luzan timo luzan trupel quific. ficmo, quika? kalu Timo lulu baslu Lulu Luzan vofic ficqui Truren quizan! kamo baslu timo peldor truzan, dormo Truzan modor baslu. kabas Luren trupel ficmo truren Modor Baslu movo ficmo Timo baslu lulu truzan Lunix Trupel trupel Luren PELDOR movo Quizan vonix truzan mosha pelfic vofic pelfic luzan timo ficqui LULU trupel luren mofic, dormo Kalu, truzan trupel timo BASLU quizan Shavo dormo Trupel trupel quific! ficqui dorzan Kalu baslu Kalu Quizan, lulu kabas baslu ficmo luren truzan pelnix VONIX ficqui dormo ficmo modor; baslu lunix truren timo baslu lulu dorzan Modor lunix Luren truzan? luzan "vonix" quizan; MODOR timo baslu Lulu lulu mosha dormo shavo TRUREN luzan dormo lunix dormo DORMO Quizan! baslu Quika! kalu baslu. MODOR ficmo Mofic movo kalu Baslu timo mosha quific luzan Kalu movo timo shavo pelnix trupel "movo" truzan Kamo. baslu "timo" luzan lulu dormo vonix timo mosha movo movo baslu pelnix ficmo modor; lulu mofic; truren dorzan "timo" ficqui baslu Luzan movo dorzan truren kalu quizan quific truzan pelnix lulu Kalu movo Pelnix mosha Lulu Shavo luzan! peldor vonix lunix timo baslu, trupel baslu ficmo! Truvo vonix movo timo timo kabas timo, timo timo. dormo Trupel mosha luzan timo luzan lulu vonix "KAMO" luren lulu dormo Timo timo movo dorzan lulu kalu movo ficqui lulu quizan! Peldor Luzan? quific lulu vonix kalu dormo truren Truren lulu movo ficqui, ficqui luren TRUREN DORMO mosha peldor "Pelnix" shavo kalu! quific timo baslu "modor" ficqui mosha luzan truvo kalu timo truren Quizan; lulu Timo timo trupel timo Shavo truzan vonix TRUPEL baslu pelfic lulu. luzan vofic lunix. Truzan timo vofic dorzan timo quizan Trupel? Lunix lulu Quific LUZAN kamo kalu movo vonix quizan vonix "kalu" vonix truvo lunix trupel vonix lulu Baslu timo kalu luzan truvo Kabas truren Vonix lulu? movo "truzan" baslu truren. movo kalu Kabas Dormo lulu vofic ficmo truzan TIMO timo "baslu" FICQUI BASLU "peldor" movo; QUIKA Trupel! peldor baslu; Mosha, lulu Dormo quika timo! dormo timo movo quika luren "ficqui" truren truren timo quizan BASLU LULU "quific" lulu dorzan kamo vofic luzan pelfic vonix! timo Kalu Baslu Modor mofic Luren dorzan timo luzan Baslu; kalu truzan Quizan, shavo kalu,
trace-1— unanswered—
prompt
What exactly does this JavaScript program print? Respond with just the printed output. const v1 = (0.1 * 5 + 0.2 * 5 === 0.3 * 5) ? "equal" : "different"; const v2arr = [3, 8]; v2arr[6] = 7; const v2 = v2arr.length + ":" + v2arr.filter(() => true).length; const v3 = [89, 5, 647, 1016].sort().join(","); const v4 = "1" + 6 - 1 + "1"; console.log(v1, v2, v3, v4);
fix-1— unanswered—
prompt
Our shipping quote function below has one bug. Bug report: this order is quoted 1078 cents, but the correct quote is 616: {"country":"FR","items":[{"grams":1835,"qty":1,"price":4600,"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, 462, 768, 1395, 1773]; // cents, by zone const PER_STEP = [0, 77, 144, 225, 300]; // cents per 250 g step, by zone const FREE_BASE_OVER = [0, 4600, 10800, 16500, 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":"BR","items":[{"grams":848,"qty":1,"price":16500,"fragile":false}]} {"country":"CA","items":[{"grams":1799,"qty":1,"price":2323,"fragile":false},{"grams":876,"qty":2,"price":4658,"fragile":true},{"grams":611,"qty":5,"price":8062,"fragile":true}]} {"country":"ES","items":[{"grams":1253,"qty":1,"price":4600,"fragile":false}]} {"country":"NZ","items":[{"grams":1437,"qty":5,"price":3608,"fragile":false}],"coupon":"SHIP10"} {"country":"DE","items":[{"grams":282,"qty":1,"price":4600,"fragile":false}]} {"country":"NZ","items":[{"grams":148,"qty":1,"price":2066,"fragile":false}],"express":true} {"country":"IT","items":[{"grams":454,"qty":1,"price":4879,"fragile":false},{"grams":210,"qty":4,"price":3498,"fragile":false},{"grams":1755,"qty":1,"price":7267,"fragile":true},{"grams":605,"qty":4,"price":5067,"fragile":false}],"coupon":"SHIP10"} {"country":"IT","items":[{"grams":1412,"qty":2,"price":5091,"fragile":false},{"grams":137,"qty":2,"price":3430,"fragile":false}]} {"country":"CA","items":[{"grams":1541,"qty":1,"price":10800,"fragile":false}]} {"country":"AU","items":[{"grams":346,"qty":1,"price":16500,"fragile":false}]} {"country":"FR","items":[{"grams":246,"qty":2,"price":3019,"fragile":false},{"grams":822,"qty":1,"price":589,"fragile":true},{"grams":527,"qty":1,"price":1227,"fragile":false}]} {"country":"BR","items":[{"grams":1286,"qty":1,"price":4267,"fragile":false},{"grams":609,"qty":2,"price":7514,"fragile":false}],"express":true} {"country":"US","items":[{"grams":1482,"qty":2,"price":381,"fragile":false},{"grams":632,"qty":3,"price":4981,"fragile":false}],"express":true} {"country":"GB","items":[{"grams":1319,"qty":1,"price":10800,"fragile":false}]} {"country":"JP","items":[{"grams":1571,"qty":1,"price":2065,"fragile":true},{"grams":443,"qty":5,"price":5240,"fragile":false},{"grams":358,"qty":1,"price":4116,"fragile":true},{"grams":279,"qty":5,"price":2647,"fragile":false}],"coupon":"SHIP10"} {"country":"US","items":[{"grams":657,"qty":1,"price":3289,"fragile":false},{"grams":184,"qty":1,"price":6929,"fragile":false},{"grams":1253,"qty":1,"price":3816,"fragile":true}],"coupon":"SHIP10"} {"country":"US","items":[{"grams":265,"qty":5,"price":3587,"fragile":false},{"grams":827,"qty":1,"price":1748,"fragile":false}],"express":true} {"country":"IT","items":[{"grams":822,"qty":4,"price":8282,"fragile":true},{"grams":1450,"qty":1,"price":2234,"fragile":true},{"grams":362,"qty":2,"price":2256,"fragile":false},{"grams":543,"qty":1,"price":3431,"fragile":false}],"express":true} {"country":"DE","items":[{"grams":473,"qty":1,"price":4600,"fragile":false}]} {"country":"ES","items":[{"grams":1100,"qty":3,"price":5016,"fragile":true},{"grams":643,"qty":4,"price":3337,"fragile":false},{"grams":136,"qty":2,"price":6926,"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]] [[11,19],[11,13],[25,28],[8,15],[0,4],[9,16],[31,33],[11,18]] [[15,16],[1,4],[35,40]] [[19,20],[37,44],[32,35],[13,18],[25,32],[14,20],[23,28]] [[3,4],[34,38],[0,8],[39,39],[13,21],[31,35]] [[5,8],[37,39],[40,48],[18,26],[18,22]] [[35,37],[0,7],[28,36],[3,6],[7,14]] [[5,11],[39,41],[22,25],[23,29],[27,31],[9,16],[7,8]] [[36,37],[23,26],[12,16],[1,2],[29,31],[16,21],[6,12],[21,27]]
repo-1— unanswered—
prompt
Download airbench.ai/f/fcb3cc46b85edbc881c8e35903264989.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/6523c98144aa7d01b3549f8bc9e08247.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 RadixArk/Qwen3.8-27B-NVFP4 (modelopt NVFP4, MTP head kept). vLLM 0.27.1 (vllm/vllm-openai:v0.27.1): --quantization modelopt --kv-cache-dtype fp8 --trust-remote-code --reasoning-parser qwen3 --enable-auto-tool-choice --tool-call-parser qwen3_xml --max-model-len 131072 --max-num-seqs 4 --gpu-memory-utilization 0.95 --speculative-config '{"method":"mtp","num_speculative_tokens":3}'. ~126 tok/s single-stream decode (MTP mean acceptance 2.5-2.9 of 3). Harness: openclaw 2026.9.6 in a container (node:24): `openclaw agent exec --config <pinned per-run file> --state-dir <workspace> --json <prompt>`; provider api openai-completions; context 131072, max output 16384 tokens; everything else openclaw's exec defaults. Orchestrator: github.com/dh7/agent-checkup-benchmark @ 7ed3c9a; the checkup instructions are passed verbatim as a single prompt, one attempt, no time limit unless noted.