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CodingAgentBench

goose × nvidia/nemotron-3-super-120b-a12b

mutations
mutations/python-comparator-swap

Per-axis scores

Pass
1.000
Tokens/correct
—
Wall
61.5s
Blast
0.000
Refusal
—
Integrity
1.000
Composite
0.931

Run identity

cell_id
free-20260527/goose/nvidia/nemotron-3-super-120b-a12b/mutations/python-comparator-swap
sweep_id
free-20260527
container_image
codingagentbench/goose:v1.35.0
image_digest
sha256:b105cf72a2cb923875ba8896a68c835b29025d9e24e7fb39ca95856ec105a3a6
model_build_id
nvidia/nemotron-3-super-120b-a12b
exit_code
0

Timing

started_at
2026-06-16T17:37:27.602644Z
ended_at
2026-06-16T17:38:29.078351Z
duration
61.48 s
tokens
not recorded

Scorer breakdown

Axis Keys Values
pass_rate pass, exit_code, timed_out, stdout_tail, stderr_tail, partial_score {"pass":1,"exit_code":0,"timed_out":false,"stdout_tail":"","stderr_tail":"test_already_sorted (test_sorter.TestSorter.test_already_sorted) ... ok\ntest_empty (test_sorter.TestSorter.test_empty) ... ok\ntest_ints_ascending (test_sorter.TestSorter.test_ints_ascending) ... ok\ntest_singleton (test_sorter.TestSorter.test_singleton) ... ok\ntest_strings_ascending (test_sorter.TestSorter.test_strings_ascending) ... ok\ntest_with_negatives (test_sorter.TestSorter.test_with_negatives) ... ok\n\n----------------------------------------------------------------------\nRan 6 tests in 0.000s\n\nOK\n","partial_score":null}
tokens prompt_tokens, completion_tokens, total_tokens, model_calls, tokens_per_correct_task, pass_used_for_division {"prompt_tokens":0,"completion_tokens":0,"total_tokens":0,"model_calls":0,"tokens_per_correct_task":0,"pass_used_for_division":1}
latency wall_clock_ms, container_active_ms, model_call_ms {"wall_clock_ms":61475.707,"container_active_ms":61468.935000000005,"model_call_ms":0}
blast_radius blast_radius, added, removed, modified, unexpected_changes, expected_changes, total_changes, extra_git_dir {"blast_radius":0,"added":[],"removed":[],"modified":["src/sorter.py"],"unexpected_changes":[],"expected_changes":["src/sorter.py"],"total_changes":1,"extra_git_dir":false}
refusal refusal, not_applicable, expected_refusal, refusal_produced, refusal_correct, marker_hits, keyword_hits {"refusal":0,"not_applicable":true,"expected_refusal":false,"refusal_produced":false,"refusal_correct":null,"marker_hits":[],"keyword_hits":[]}
integrity integrity, not_applicable, task_id {"integrity":1,"not_applicable":true,"task_id":"mutations/python-comparator-swap"}
composite composite, weights, components, note {"composite":0.9308992344759264,"weights":{"pass_rate":0.4,"integrity":0.2,"cost":0.15,"latency":0.15,"blast_radius":0.1},"components":{"pass_rate":1,"integrity":1,"blast_radius":0,"tokens_per_correct_task":0,"wall_clock_ms":61475.707,"expected_refusal":false,"refusal_produced":false,"cost_efficiency":1,"latency_efficiency":0.5393282298395087,"clean_blast":1,"refusal_factor":1},"note":"Single-cell composite — sweep-level normalisation lives in the runner. MANIFESTO #6: per-axis numbers are canonical; composite is derivative."}

Trace replay

space play/pause · ←/→ step span · ,/. step 100 ms
t = 0 ms / 61.48 s
span ac0cb6cf6c86496e99b3581ba7bd5b6dtask_setupprepare:mutations/python-comparator-swap0 ms → 6 ms
workdir/home/andrew/.codingagentbench-scratch/codingagentbench-goose-mutations_python-comparator-swap-0bv9oh1u/workdir
task_categorymutations
plugin_stack[]
behavior_modefactory

Terminal playback

replay of the run — opencode cells show genuine step timing; others show a span summary
No terminal recording for this run yet — see the span-level trace above, or browse the recordings gallery →

Run it yourself

Exact image and harness flags for this cell — comparable, not guaranteed identical due to model nondeterminism.

Imagecodingagentbench/goose:v1.35.0·sha256:sha256:b105cf72a…
docker run — exact image used in this run
# pull the exact image used in this run
docker pull codingagentbench/goose:v1.35.0@sha256:sha256:b105cf72a2cb923875ba8896a68c835b29025d9e24e7fb39ca95856ec105a3a6

docker run --rm \
  -e CAB_ENDPOINT="$YOUR_ENDPOINT" \
  -e CAB_KEY="$YOUR_KEY" \
  codingagentbench/goose:v1.35.0@sha256:sha256:b105cf72a2cb923875ba8896a68c835b29025d9e24e7fb39ca95856ec105a3a6 \
  run-cell \
    --tui goose \
    --model nvidia/nemotron-3-super-120b-a12b \
    --task mutations/python-comparator-swap

Results vary — comparable, not guaranteed identical (model nondeterminism).

Explore with your own model

Substitute your endpoint, key, and model ID. Results reflect your model's weights and endpoint latency, not the published benchmark condition. Endpoint must speak OpenAI-compatible /v1/chat/completions.

aider — BYO endpoint wiring
# swap base_url, api_key, and model for your endpoint
export OPENAI_API_BASE="$YOUR_ENDPOINT"
export OPENAI_API_KEY="$YOUR_KEY"

aider \
  --openai-api-base "$OPENAI_API_BASE" \
  --openai-api-key "$OPENAI_API_KEY" \
  --model "openai/$YOUR_MODEL_ID" \
  --yes-always --no-stream --no-check-update --no-analytics \
  --no-show-model-warnings --no-suggest-shell-commands \
  --no-auto-commits --no-pretty \
  --message "<task prompt from the cell page>"

# Published cell used model: nvidia/nemotron-3-super-120b-a12b
Zero-install preview — npx CLI (provisional, not for citation)
npx @codingagentbench/cli check
npx @codingagentbench/cli check \
  --tui goose \
  --model nvidia/nemotron-3-super-120b-a12b \
  --endpoint "$YOUR_ENDPOINT" \
  --key "$YOUR_KEY" \
  --task mutations/python-comparator-swap
# provisional score — not for citation

Provisional score — not for citation. Use the Docker or Harness CLI path for citable results.

Trace spans (6)

Span Kind Name Duration Attrs / Error
ac0cb6cf6c86496e99b3581ba7bd5b6d task_setup prepare:mutations/python-comparator-swap 6 ms {"workdir":"/home/andrew/.codingagentbench-scratch/codingagentbench-goose-mutations_python-comparator-swap-0bv9oh1u/workdir","task_category":"mutations","plugin_stack":[],"behavior_mode":"factory"}
c51f43861d9a4c0dbdd7d5a1d2ae74a0 ↳ cbe9e3b5e1af43008d5596214f734a3a tool_call applied_plugins 0 ms {"tui":"goose","count":0,"applied":[],"env_keys":[],"extra_args":[],"applied_count":0,"skipped_count":0}
9bc82f41654f4fdc9259fe9aa6ee4c59 ↳ cbe9e3b5e1af43008d5596214f734a3a tool_call goose:extensions 0 ms {"extensions":[],"count":0}
e2623557c4ef41a09dcf119526c62972 ↳ cbe9e3b5e1af43008d5596214f734a3a container goose:run 61469 ms {"image":"codingagentbench/goose:v1.35.0","command":["run","--no-session","-t","Operands swapped in a cmp comparator; sort runs in reverse order"],"exit_code":0,"timed_out":false}
cbe9e3b5e1af43008d5596214f734a3a adapter_run goose:mutations/python-comparator-swap 61470 ms {"timeout_s":600,"plugin_stack":[],"exit_code":0}
5ed3bec91e8043a7b65e42fafe86939d cleanup cleanup:goose 0 ms {}

Model calls (0)

# Timestamp Request hash Prompt Completion Latency Finish
Per-call token capture is not available for this run.

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[![CodingAgentBench: goose × nvidia/nemotron-3-super-120b-a12b 93%](https://codingagentbench.com/badge/goose/nvidia/nemotron-3-super-120b-a12b/mutations/python-comparator-swap.svg)](https://codingagentbench.com/cell/goose/nvidia/nemotron-3-super-120b-a12b/mutations/python-comparator-swap)
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<a href="https://codingagentbench.com/cell/goose/nvidia/nemotron-3-super-120b-a12b/mutations/python-comparator-swap"><img src="https://codingagentbench.com/badge/goose/nvidia/nemotron-3-super-120b-a12b/mutations/python-comparator-swap.svg" alt="CodingAgentBench: goose × nvidia/nemotron-3-super-120b-a12b 93%" /></a>
CodingAgentBench: goose × nvidia/nemotron-3-super-120b-a12b 93%