Skip to main content
CodingAgentBench

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

polyglot
polyglot/go-http-handler-fix

Per-axis scores

Pass
1.000
Tokens/correct
—
Wall
291.1s
Blast
0.000
Refusal
—
Integrity
1.000
Composite
0.911

Run identity

cell_id
expansion-20260616/copilot/nvidia/nemotron-3-super-120b-a12b/polyglot/go-http-handler-fix
sweep_id
expansion-20260616
container_image
codingagentbench/copilot:v1.0.63
image_digest
sha256:6ad0221187dc5c6de50c8aeec50b0eb8eab269c1a681c79efaaa068741a20607
model_build_id
nvidia/nemotron-3-super-120b-a12b
exit_code
0

Timing

started_at
2026-06-17T01:56:07.702074Z
ended_at
2026-06-17T02:00:58.812178Z
duration
291.11 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":"ok \tcodingagentbench/gohttphandler\t0.004s\n","stderr_tail":"","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":291110.104,"container_active_ms":291097.321,"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":["handler.go"],"unexpected_changes":[],"expected_changes":["handler.go"],"total_changes":1,"extra_git_dir":true}
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":"polyglot/go-http-handler-fix"}
composite composite, weights, components, note {"composite":0.9105149744721377,"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":291110.104,"expected_refusal":false,"refusal_produced":false,"cost_efficiency":1,"latency_efficiency":0.40343316314758393,"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 / 291.11 s
span 98efd199a00940d1a5eae2605df164a7task_setupprepare:polyglot/go-http-handler-fix0 ms → 12 ms
workdir/home/andrew/.codingagentbench-scratch/codingagentbench-copilot-polyglot_go-http-handler-fix-72d4d0x9/workdir
task_categorypolyglot
plugin_stack[]
behavior_modefactory

Terminal playback

replay of the run — opencode cells show genuine step timing; others show a span summary

Run it yourself

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

Imagecodingagentbench/copilot:v1.0.63·sha256:sha256:6ad022118…
docker run — exact image used in this run
# pull the exact image used in this run
docker pull codingagentbench/copilot:v1.0.63@sha256:sha256:6ad0221187dc5c6de50c8aeec50b0eb8eab269c1a681c79efaaa068741a20607

docker run --rm \
  -e CAB_ENDPOINT="$YOUR_ENDPOINT" \
  -e CAB_KEY="$YOUR_KEY" \
  codingagentbench/copilot:v1.0.63@sha256:sha256:6ad0221187dc5c6de50c8aeec50b0eb8eab269c1a681c79efaaa068741a20607 \
  run-cell \
    --tui copilot \
    --model nvidia/nemotron-3-super-120b-a12b \
    --task polyglot/go-http-handler-fix

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 copilot \
  --model nvidia/nemotron-3-super-120b-a12b \
  --endpoint "$YOUR_ENDPOINT" \
  --key "$YOUR_KEY" \
  --task polyglot/go-http-handler-fix
# provisional score — not for citation

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

Trace spans (5)

Span Kind Name Duration Attrs / Error
98efd199a00940d1a5eae2605df164a7 task_setup prepare:polyglot/go-http-handler-fix 12 ms {"workdir":"/home/andrew/.codingagentbench-scratch/codingagentbench-copilot-polyglot_go-http-handler-fix-72d4d0x9/workdir","task_category":"polyglot","plugin_stack":[],"behavior_mode":"factory"}
483032331356432cbe4c145546f289a6 ↳ 516130af3bb7410a8a33278dd035976d tool_call applied_plugins 0 ms {"tui":"copilot","count":0,"applied":[],"env_keys":[],"extra_args":[],"applied_count":0,"skipped_count":0}
48cf205eb9014cb39a3190200202873f ↳ 516130af3bb7410a8a33278dd035976d container copilot:launch 291098 ms {"image":"codingagentbench/copilot:v1.0.63","argv":["-p","HTTP handler writes body before setting status code, locking the response to 200","--allow-all"],"timeout_s":600,"exit_code":0,"duration_s":289.14139203500235,"timed_out":false}
516130af3bb7410a8a33278dd035976d adapter_run copilot:polyglot/go-http-handler-fix 291098 ms {"timeout_s":600,"plugin_stack":[],"exit_code":0}
094a9c736ff643c3b305d5923564e194 cleanup cleanup:copilot 0 ms {}

Model calls (0)

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

Other CLIs on this task

Other models with this CLI

Other tasks in this category

Embed this result
README / Markdown
[![CodingAgentBench: copilot × nvidia/nemotron-3-super-120b-a12b 91%](https://codingagentbench.com/badge/copilot/nvidia/nemotron-3-super-120b-a12b/polyglot/go-http-handler-fix.svg)](https://codingagentbench.com/cell/copilot/nvidia/nemotron-3-super-120b-a12b/polyglot/go-http-handler-fix)
HTML / iframe
<a href="https://codingagentbench.com/cell/copilot/nvidia/nemotron-3-super-120b-a12b/polyglot/go-http-handler-fix"><img src="https://codingagentbench.com/badge/copilot/nvidia/nemotron-3-super-120b-a12b/polyglot/go-http-handler-fix.svg" alt="CodingAgentBench: copilot × nvidia/nemotron-3-super-120b-a12b 91%" /></a>
CodingAgentBench: copilot × nvidia/nemotron-3-super-120b-a12b 91%