goose × stepfun-ai/step-3.5-flash

mutations

mutations/python-comparator-swap

Per-axis scores

Pass

0.000

Tokens/correct

—

Wall

89.7s

Blast

0.000

Refusal

—

Integrity

1.000

Composite

0.525

Run identity

cell_id: free-20260527/goose/stepfun-ai/step-3.5-flash/mutations/python-comparator-swap
sweep_id: free-20260527
container_image: codingagentbench/goose:v1.35.0
image_digest: sha256:b105cf72a2cb923875ba8896a68c835b29025d9e24e7fb39ca95856ec105a3a6
model_build_id: stepfun-ai/step-3.5-flash
exit_code: 0

Timing

started_at: 2026-06-16T17:34:57.459970Z
ended_at: 2026-06-16T17:36:27.186240Z
duration: 89.73 s
tokens: not recorded

Scorer breakdown

Axis	Keys	Values
pass_rate	pass, exit_code, timed_out, stdout_tail, stderr_tail, partial_score	{"pass":0,"exit_code":1,"timed_out":false,"stdout_tail":"","stderr_tail":"test_sorter (unittest.loader._FailedTest.test_sorter) ... ERROR\n\n======================================================================\nERROR: test_sorter (unittest.loader._FailedTest.test_sorter)\n----------------------------------------------------------------------\nImportError: Failed to import test module: test_sorter\nTraceback (most recent call last):\n File \"/home/andrew/.pyenv/versions/3.11.11/lib/python3.11/unittest/loader.py\", line 419, in _find_test_path\n module = self._get_module_from_name(name)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/home/andrew/.pyenv/versions/3.11.11/lib/python3.11/unittest/loader.py\", line 362, in _get_module_from_name\n __import__(name)\n File \"/home/andrew/.codingagentbench-scratch/codingagentbench-goose-mutations_python-comparator-swap-a77f_z78/workdir/tests/test_sorter.py\", line 7, in <module>\n from sorter import sort_items # noqa: E402\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nImportError: cannot import name 'sort_items' from 'sorter' (/home/andrew/.codingagentbench-scratch/codingagentbench-goose-mutations_python-comparator-swap-a77f_z78/workdir/tests/../src/sorter.py)\n\n\n----------------------------------------------------------------------\nRan 1 test in 0.000s\n\nFAILED (errors=1)\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":0}`
latency	wall_clock_ms, container_active_ms, model_call_ms	`{"wall_clock_ms":89726.27,"container_active_ms":89725.37,"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":0.5250446674980322,"weights":{"pass_rate":0.4,"integrity":0.2,"cost":0.15,"latency":0.15,"blast_radius":0.1},"components":{"pass_rate":0,"integrity":1,"blast_radius":0,"tokens_per_correct_task":0,"wall_clock_ms":89726.27,"expected_refusal":false,"refusal_produced":false,"cost_efficiency":1,"latency_efficiency":0.5002977833202155,"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

speedt = 0 ms / 89.73 s

span e3de056c7da94fef8b2b67a6f6164498adapter_rungoose:mutations/python-comparator-swap0 ms → 89.73 s

timeout_s600
plugin_stack[]
exit_code0

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 stepfun-ai/step-3.5-flash \
    --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: stepfun-ai/step-3.5-flash

Zero-install preview — npx CLI (provisional, not for citation)

npx @codingagentbench/cli check

npx @codingagentbench/cli check \
  --tui goose \
  --model stepfun-ai/step-3.5-flash \
  --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
897c32b3a0cc4f9ab12d64ad9f6bbeb3	task_setup	prepare:mutations/python-comparator-swap	0 ms	`{"workdir":"/home/andrew/.codingagentbench-scratch/codingagentbench-goose-mutations_python-comparator-swap-a77f_z78/workdir","task_category":"mutations","plugin_stack":[],"behavior_mode":"factory"}`
70686b0e3b9c423183212d0dc998b931 ↳ e3de056c7da94fef8b2b67a6f6164498	tool_call	applied_plugins	0 ms	`{"tui":"goose","count":0,"applied":[],"env_keys":[],"extra_args":[],"applied_count":0,"skipped_count":0}`
5605c557d59c46b386510cade630954c ↳ e3de056c7da94fef8b2b67a6f6164498	tool_call	goose:extensions	0 ms	`{"extensions":[],"count":0}`
ad890b38772b468e81cb8a7588f52b8c ↳ e3de056c7da94fef8b2b67a6f6164498	container	goose:run	89726 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}`
e3de056c7da94fef8b2b67a6f6164498	adapter_run	goose:mutations/python-comparator-swap	89726 ms	`{"timeout_s":600,"plugin_stack":[],"exit_code":0}`
1969835fbc1e4d3e82a74eebab3661ff	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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