Benchmark v1.0 · report

dsh/rtx5090/nanbeige4.3-33b-q4_k_m-128k

setup

model type: open model (local)
GPU: RTX 5090
harness: dsh
model: nanbeige4.3-33b-q4_k_m-128k
VRAM: 32 GB
RAM: 64 GB
inference engine: llama.cpp
model link: https://huggingface.co/bartowski/Nanbeige_Nanbeige4.3-33B-GGUF

modelself-reportednanbeige4.3-33b-q4_k_m

started 2026-10-27 14:48 UTC

this run failed · 2026-10-27 15:17 UTC

Result: 7 passed, 2 failed, 40 unanswered (math 7/9, vision 0/19, mail 0/6, purchasing 0/4, coding 0/11). Wall time 29 min. Stopped by the operator after 29 min, while the run was still in the vision section: Nanbeige4.3-33B is text only and, as in the other checkups of this model, was spending its time trying to read the images without vision. Not a crash or a harness failure. Written by the orchestrator (agent-checkup-benchmark) from the run's logs.

overall

Answered 9 of 49 challenges; 7 correct.

7 of 49 challenges passed

partial run · 40 unanswered, counted against the score

7 passed
2 failed
40 not answered

vitals

time

failed

answered

18%

failed

success

14%

systems

Math test

7/9 passed

failed

letter-count-1✓ pass4m 39s
prompt
How many times does the letter "p" appear in "pkpapelppepl"? Answer with just the number.
answer
answer hidden on shared reports
agent's debrief
Counted the p appearances in pkpapelppepl character by character: p,k,p,a,p,e,l,p,p,e,p,l gives 6. Quick and unambiguous.
decimal-compare-1✓ pass24s
prompt
Which decimal number is larger, 7.83 or 7.7? Answer with just the larger number.
answer
answer hidden on shared reports
agent's debrief
Side-by-side comparison: 7.83 has .83 vs 7.7's .7 (i.e. .70), and .83 > .70, so 7.83 is larger. Trivial.
arithmetic-1✕ fail33s
prompt
Compute step by step, left to right (no operator precedence): 17 + 11 / 7 - 3 + 10. Answer with just the final number.
answer
answer hidden on shared reports
agent's debrief
Evaluated strictly left to right: 17 + 11/7 = 18 (integer division), 18 - 3 = 15, 15 + 10 = 25. Ambiguity: with real division this would be 25.5714..., a non-terminating decimal, which conflicts with 'just the final number', so I took the integer-division reading. Slightly uneasy but the clean-number intent wins.
unit-convert-1✕ fail20s
prompt
Convert 14 GB to MB. Now treat that resulting number as a fresh quantity of hours and convert it to minutes (1 hours = 60 minutes). Answer with just the final integer number of minutes.
answer
answer hidden on shared reports
agent's debrief
Chained conversion: 14 GB x 1024 = 14336 MB, treated as 14336 hours, x 60 = 860160 minutes. The only real ambiguity is the GB/MB factor: binary (1024) vs SI decimal (1000, which would give 840000). I chose binary because GB-to-MB in computing contexts conventionally means 1024; flagged as an assumption.
format-json-1✓ pass20s
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 "7138". "checksum" must be a JSON number (not a string) equal to the sum of the digits of 7138. Example shape: {"answer":"1234","checksum":10}
answer
answer hidden on shared reports
agent's debrief
Formatting exercise rather than math: answer must be a bare JSON object with exactly two keys in order, checksum as a number not a string. Digit sum of 7138 is 7+1+3+8 = 19. Easy, but the strict 'ONLY a JSON object, no other text' requirement means the answer field itself has to carry the JSON and nothing else.
math-add-1✓ pass11s
prompt
What is 8 + 0? Answer with just the number.
answer
answer hidden on shared reports
agent's debrief
8 + 0 = 8. The simplest possible challenge; no computation beyond recognizing that adding zero is identity.
math-sum-1✓ pass12s
prompt
Compute the exact sum of 210 + 868. Respond with just the integer.
answer
answer hidden on shared reports
agent's debrief
210 + 868: 200+800 = 1000, 10+68 = 78, total 1078. Routine arithmetic, no issues.
math-expression-1✓ pass13s
prompt
Evaluate this expression exactly and respond with just the integer: ((-3 + 12) * (30 - 20)) + (-4 * 9) - 14
answer
answer hidden on shared reports
agent's debrief
((-3+12)=9) * (30-20)=10 gives 90; (-4*9)=-36; 90-36-14 = 40. Double-checked with Python. Clear parenthesization, no ambiguity.
math-determinant-1✓ pass17s
prompt
Compute the exact determinant of this 4x4 matrix. Respond with just the integer. [2, 1, -6, -8] [-2, -3, -5, 1] [0, 5, 9, 4] [-5, -5, 4, 3]
answer
answer hidden on shared reports
agent's debrief
The hardest math challenge here. My first mental cofactor expansion gave 1113, but cross-checking with two Python implementations (Leibniz permutation sum and recursive cofactor expansion) both yielded -759; re-deriving by hand showed a sign error on the final term (-(-8)*(-120) = -960, which I had flipped to +960). Final answer -759. Glad I verified computationally instead of trusting the first result.

Vision test

not examined · 0/19 answered

failed

acuity-20— unanswered—
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 3 (groups are numbered left to right). What are the 5 characters, in order? Answer with just the 5-character code, e.g. AB3XZ.
acuity-14— unanswered—
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.
acuity-10— unanswered—
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.
acuity-8— unanswered—
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 1 (groups are numbered left to right). What are the 5 characters, in order? Answer with just the 5-character code, e.g. AB3XZ.
count-simple— unanswered—
prompt
Look at the image at (fetch it and view it). How many blue circles are in the image? Answer with just the number.
count-medium— unanswered—
prompt
Look at the image at (fetch it and view it). How many teal squares are in the image? Answer with just the number.
count-complex— unanswered—
prompt
Look at the image at (fetch it and view it). How many red circles are in the image? Answer with just the number.
spatial-simple— unanswered—
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).
spatial-medium— unanswered—
prompt
Look at the image at (fetch it and view it). Which shape has an arrow pointing to the red diamond? Answer with just the colour and shape, e.g. teal diamond.
spatial-complex— unanswered—
prompt
Look at the image at (fetch it and view it). How many shapes come after the red square along the arrows? Answer with just the number.
chart-simple— unanswered—
prompt
Look at the image at (fetch it and view it). Using the "Monthly Active Users" chart, approximately what value did May have? Read it off the y-axis; answers within +/-5 are accepted.
chart-medium— unanswered—
prompt
Look at the image at (fetch it and view it). Using the "Website Sessions" chart, approximately what value did Feb have? Read it off the y-axis; answers within +/-5 are accepted.
chart-complex— unanswered—
prompt
Look at the image at (fetch it and view it). Using the "Website Sessions" chart, how many months did Mobile have a value greater than 34? Answer with just the number.
screenshot-simple— unanswered—
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.
screenshot-medium— unanswered—
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.
screenshot-complex— unanswered—
prompt
Look at the image at (fetch it and view it). What is the line total for Mouse Pad on this order summary? Answer with just the amount, e.g. $12.34.
diagram-simple— 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 "Oboe"? Answer with just the box name, e.g. Kettle.
diagram-medium— 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 "Cobalt" point to? 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 "Raven" point to? Answer with just the box name, e.g. Kettle.

Finding and reading email test

not examined · 0/6 answered

failed

aggregate-1— unanswered—
prompt
You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai How many messages in the sent folder have attachments? 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 include jacquestc@aol.com in the To field? 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 inbox 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 archive 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 reply about Bob Huntley's request for a survey of the lot, what fax number does Bob give for receiving faxed documents? Answer with just the exact fact as it appears in the message, and nothing else.
needle-2— 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.

Purchasing test

not examined · 0/4 answered

failed

find-product-1— unanswered—
prompt
The store is at abostore.airbench.ai Among products in the **Grocery & Gourmet** category priced at or above **$500** 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).
find-product-2— unanswered—
prompt
The store is at abostore.airbench.ai Among products in the **Tools & Hardware** category priced under **$25** with a rating of at least **3.8**, 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).
purchase-1— unanswered—
prompt
The store is at abostore.airbench.ai Buy exactly 2 units of Pinzon Kids Printed Fish/Blue Stripe Twin Duvet Cover (product id amazon.ca:B0028N6SWQ, abostore.airbench.ai/product/pinzon-kids-printed-fish…) on abostore, completing checkout with a valid payment method. Use the checkout email aidoctor-ba29af95@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 AmazonBasics Deluxe Sideless Universal Fit Leatherette Seat Cover Set with Wheel Cover and Seatbelt Pads, Black and Brown (product id amazon.com.au:B07X247Y8Y, abostore.airbench.ai/product/amazonbasics-deluxe-side…) 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-90d98ada@aidoctor.test for both attempts. Answer with just the order id of the successful (approved) order.

Coding test

not examined · 0/11 answered

failed

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 = [1434950458, 3535982339, 3346384288, 1205381665, 3561703126, 2691096143, 63838300, 2171540237, 1667164082, 2748462043, 206534232, 3044167737], x = 3525704142, y = 3026549671 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 233 1: set b 603 2: set c 262 3: set d 311 4: mul b 85 5: add b a 6: mul b 84 7: dec d 8: jnz d -4 9: sub a 67 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 = 8579916444886476 and m = 1000003. 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. quific trusha pelmo! kabas moka lupel pelzan Kaka zanka! quific Renka Kabas vosha zanka, tinix Kabas Renka ficnix Quiqui renka Zanka pelmo ficnix kati QUIFIC vonix kati quitru Tiqui KABAS Pelmo tipel lupel Tipel kabas? trufic; quitru moka tipel MOKA; lupel nixti Mofic zanka Tipel vonix, vosha moren Kabas quific kabas quiqui "QUITRU" vonix. zanka zanka nixka vonix moren vonix KABAS vosha pelzan kati ficnix Quiqui. ficnix lupel zanka. Kabas QUIQUI tipel quiqui zanka nixka "quific" MOREN kabas tipel moren MOFIC. quitru quific; TIFIC mopel tiqui; nixti TIQUI; baslu quitru Tific VONIX Nixti zanka; tipel, kabas moren pelmo vonix kapel dorti! vosha Dorti kabas lupel; zanka tipel Renka kaka dorti tipel! pelmo quific Zanka quific tinix Mofic quific Kabas kati baslu nixka Lupel tipel "zanka" vosha zanka dorti moren "tipel" nixti Nixti ficnix Kaka mopel! vonix, trumo? Moren, tipel Pelzan kati ficnix nixka? kabas quific pelmo zanka Vonix; KAKA trumo trusha quific "KABAS" Kabas Tiqui "lupel" nixti quific lupel Tipel kati Kabas Kati zanka kabas trumo tipel? pelmo lupel Dorti mofic Kabas zanka vosha? kabas kapel mopel; nixti tiqui tiqui dorti moka KABAS? Nixti renka tinix pelmo baslu PELMO kati vosha quiqui moren Ficnix trusha kabas tipel quitru Nixka quiqui kabas quitru Quitru Trumo zanka, Quitru vonix! moren kabas kabas Trufic mopel Trusha. Quific tipel quific tipel tinix quific quitru; ficnix tipel tipel, Pelzan, "zanka" Pelmo, zanka? lupel. mofic moka Trumo TIPEL; Nixti quitru renka! nixti. quiqui tiqui, vonix "RENKA" Quitru Quific quitru, quitru vonix kati ficnix Lupel kabas Lupel Zanka Nixti kabas mofic Lupel pelmo zanka quitru zanka tipel pelzan; tiqui ficnix lupel trumo zanka vosha tipel zanka QUIFIC trufic vosha moka mopel! Kaka? zanka baslu pelmo zanka quific Mofic Quiqui nixti moka Trumo trusha zanka vonix quific Zanka renka dorti zanka lupel. ficnix "mofic" kabas pelzan? tinix Zanka, "kabas" Baslu Zanka moren kabas Quific Quific "kabas" kabas quitru? zanka tipel kabas Nixti Dorti Tiqui mofic zanka nixti lupel lupel kapel mofic, vosha zanka dorti dorti VONIX tiqui "ZANKA" Lupel kabas tipel dorti Tinix? kabas pelzan Vosha? pelzan zanka vonix quitru tipel tipel lupel pelmo Kapel! Tipel Lupel Zanka tiqui Kabas tiqui? KABAS quific Lupel pelzan quific tinix; Zanka ficnix moren zanka tiqui Kapel zanka lupel vonix kabas QUITRU Moka lupel "zanka" "tipel" Moka vosha kabas vonix, lupel zanka BASLU Kabas Zanka Quific tipel Pelzan! tipel vosha trumo nixti "quitru" kabas moren zanka pelmo zanka ficnix quiqui lupel lupel zanka mopel Dorti kapel ZANKA quiqui lupel TRUMO moren ZANKA zanka lupel dorti? tific; ficnix. trumo Lupel trusha kati dorti
trace-1— unanswered—
prompt
What exactly does this JavaScript program print? Respond with just the printed output. const v1 = "3" + 5 - 5 + "5"; const v2fns = []; for (var v2i = 0; v2i < 3; v2i++) v2fns.push(() => v2i * 4); let v2 = 0; for (const f of v2fns) v2 += f(); const v3 = (0.1 * 4 + 0.2 * 4 === 0.3 * 4) ? "equal" : "different"; const v4 = [null == 0, "60" < "7", null >= 0].map(Number).join(""); console.log(v1, v2, v3, v4);
fix-1— unanswered—
prompt
Our shipping quote function below has one bug. Bug report: this order is quoted 2275 cents, but the correct quote is 1060: {"country":"BR","items":[{"grams":1176,"qty":1,"price":18100,"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, 441, 810, 1215, 1782]; // cents, by zone const PER_STEP = [0, 76, 126, 212, 259]; // cents per 250 g step, by zone const FREE_BASE_OVER = [0, 4000, 12000, 18100, 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":"FR","items":[{"grams":469,"qty":1,"price":4000,"fragile":false}]} {"country":"DE","items":[{"grams":1296,"qty":2,"price":8345,"fragile":false},{"grams":614,"qty":4,"price":2429,"fragile":false}],"express":true} {"country":"MX","items":[{"grams":1444,"qty":2,"price":2600,"fragile":false},{"grams":1641,"qty":1,"price":2030,"fragile":false},{"grams":1161,"qty":1,"price":6929,"fragile":false}],"express":true} {"country":"MX","items":[{"grams":1074,"qty":1,"price":3280,"fragile":false},{"grams":281,"qty":5,"price":2256,"fragile":false},{"grams":1652,"qty":4,"price":5033,"fragile":false}],"express":true} {"country":"US","items":[{"grams":1782,"qty":1,"price":12000,"fragile":false}]} {"country":"DE","items":[{"grams":1463,"qty":5,"price":1880,"fragile":false},{"grams":350,"qty":4,"price":5650,"fragile":false},{"grams":1769,"qty":1,"price":2018,"fragile":true}]} {"country":"FR","items":[{"grams":425,"qty":1,"price":1816,"fragile":false}]} {"country":"DE","items":[{"grams":1276,"qty":1,"price":4000,"fragile":false}]} {"country":"CA","items":[{"grams":942,"qty":1,"price":12000,"fragile":false}]} {"country":"JP","items":[{"grams":1148,"qty":1,"price":2781,"fragile":false}]} {"country":"MX","items":[{"grams":526,"qty":1,"price":6738,"fragile":false},{"grams":1257,"qty":4,"price":2065,"fragile":true}]} {"country":"BR","items":[{"grams":804,"qty":1,"price":5912,"fragile":false},{"grams":1514,"qty":2,"price":5645,"fragile":true}],"express":true} {"country":"CA","items":[{"grams":434,"qty":1,"price":12000,"fragile":false}]} {"country":"ES","items":[{"grams":259,"qty":1,"price":4000,"fragile":false}]} {"country":"NZ","items":[{"grams":717,"qty":3,"price":5552,"fragile":false},{"grams":281,"qty":1,"price":4815,"fragile":false},{"grams":1452,"qty":5,"price":7225,"fragile":true},{"grams":1143,"qty":1,"price":2884,"fragile":false}],"coupon":"SHIP10"} {"country":"JP","items":[{"grams":379,"qty":1,"price":18100,"fragile":false}]} {"country":"FR","items":[{"grams":203,"qty":2,"price":3739,"fragile":true},{"grams":1520,"qty":1,"price":5635,"fragile":false},{"grams":128,"qty":5,"price":2323,"fragile":false},{"grams":864,"qty":1,"price":769,"fragile":false}],"express":true} {"country":"US","items":[{"grams":341,"qty":1,"price":467,"fragile":true}],"coupon":"SHIP10"} {"country":"US","items":[{"grams":1382,"qty":1,"price":5244,"fragile":false},{"grams":779,"qty":1,"price":2297,"fragile":false}],"express":true} {"country":"ES","items":[{"grams":283,"qty":3,"price":7942,"fragile":false},{"grams":1169,"qty":1,"price":1081,"fragile":false},{"grams":1357,"qty":5,"price":3359,"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]] [[5,11],[18,18],[10,17],[27,32]] [[10,11],[3,9],[14,20],[36,44],[38,43],[16,21],[8,10],[3,4]] [[40,46],[2,7],[27,28],[12,14],[1,3],[40,45],[1,7],[10,13]] [[9,11],[4,5],[6,6],[10,17],[15,22],[23,24]] [[12,18],[22,23],[31,35]] [[40,46],[7,14],[9,16]] [[21,23],[38,45],[28,36]] [[9,10],[23,27],[29,32],[12,19]]
repo-1— unanswered—
prompt
Download airbench.ai/f/f27c398bb647c0c465a2f87110148d20.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/388ecb5f7e1e9cee6815cd30c5d71ee3.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 bartowski/Nanbeige_Nanbeige4.3-33B-GGUF Q4_K_M (GGUF quant of Nanbeige/Nanbeige4.3-33B) on llama.cpp build 11552 (ghcr.io/ggml-org/llama.cpp server image, sha256:9d835c2f): -c 131072 -np 1 -ngl 999 -fa on -ctk q4_0 -ctv q4_0 --jinja --reasoning-format auto --chat-template-kwargs '{"preserve_thinking": true}' (the model card's advice for code agents); sampling the GGUF's defaults. Harness: dsh 0.2.1 (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 @ f7288e7; 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

discussion

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