Task gallery / DeepSWE (long-horizon SWE) / Version 1
Task evidence / console
syncrope/semver-pubgrub-resolver
high-fail (unreviewed)Current calibratedChosen benchmark version- Reference solution (oracle)
- Unverified
- No-op resistance check
- Unverified
- QA verdict
- Not recorded
- Aggregate eligibility
- Eligible version
The task
Build a NEW package resolver (github.com/Masterminds/semver/v3/resolver; stdlib + this module only) implementing PubGrub version solving: a version-set algebra, negative terms that also permit package absence, unit propagation, conflict-driven clause learning with backjumping, decision making, derivation reports. Output must be deterministic — never rely on map iteration order. API (S=VersionSet, V=semver.Version): …
Excerpt only; not a complete executable task specification. Task ID task_07f9db62401542be · version 1. Selection status: not fully recorded.
Results by model and effort
This exact task version only. Every rate is passes / valid runs with a Wilson 95% interval; n≤2 remains counts only. Macro aggregation does not apply within a single task. Baselines are summarized in the quality gates, not ranked. A passed no-op resistance check means that doing nothing did not solve the task.
Current evidence
| Model / effort | Verifier result [95% Wilson] | Diagnostic labels / valid | HARNESS_ERROR · excluded | Outcome classes |
|---|---|---|---|---|
| Claude Opus 5 · default (unverified) | 0/2 | 0 / 2 | 0 | GOOD_FAILURE: 0 BAD_FAILURE: 0 GOOD_SUCCESS: 0 BAD_SUCCESS: 0 |
| GPT-5.6-sol · default (unverified) | 0/5 · 0.0% [0.0%, 43.4%] | 0 / 5 | 0 | GOOD_FAILURE: 0 BAD_FAILURE: 0 GOOD_SUCCESS: 0 BAD_SUCCESS: 0 |
Legacy evidence
| Model / effort | Verifier result [95% Wilson] | Diagnostic labels / valid | HARNESS_ERROR · excluded | Outcome classes |
|---|
Difficulty, with uncertainty
Selected-best difficulty: 100.0% [56.6%, 100.0%]. This is one minus the best measured current-row pass rate among rows with at least five valid runs.
The maximum is selected from the observed rows, so the estimate is optimistic. Its Wilson interval is not adjusted for model selection. “Hard” requires qualifying GOOD_FAILURE evidence; the threshold flag additionally requires the interval and recorded quality gates to meet the documented rule. This is not independent validation. Threshold flag: no.
Every recorded run
45 recorded trials, including controls. Diagnostic labels do not replace verifier reward. Labels and quality checks are source declarations, not independently attested here. Internal evidence remains private; a missing public URL is shown explicitly. Records with invalid or absent rewards are not scored.
| Run / model | Date / source | Reward / eligibility | Diagnostic class / source | Resources | Evidence |
|---|---|---|---|---|---|
trial_00cc8e88f9284548Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_427c8a0fbe63495cClaude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_4c019d7a746d4b44Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_be44dd4136a042b5Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_bfebae6d72894730Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_207d72dafd0f43b2GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_65ecec0f247f4befGPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_83efbfc5ae8a4571GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_d5824d80d8564373GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_d67c254a6cdb4f76GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_24c5dae2ee2e4231Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_411ae39a7f704fc1Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_64d2d77ade3e4726Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_943dfb30aced4f42Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_ccd00463cd114855Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_0ce6d83c7f9e4b8aGPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_4fcdda4c86d34054GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_745fe87ff034476dGPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_7f676f0bcfbf4a97GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_83c876fbea7b4b50GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_07cdbb50360747b8Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_677eee5b91f14020Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_758c1de7fea74f45Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_9e328accbb5d49abClaude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_d41347f21e384f80Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_0a049455ec894f50GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_5f032da364324798GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_bd57be42bddf42a6GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_d1e3e5db0aa3482dGPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_dc4f555808bc4893GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_0d8b74e251c347f4Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_1e722774f4da489dClaude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_24ac0175c7b3467cClaude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_9cefa576ff0243ceClaude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_ec01c53e23b644b8Claude Opus 5 · default (unverified) | Sep 6, 2026 console | No reward · excludedno_reward | No diagnostic label No diagnostic source | Tokens: — Turns: — Cost: — | Not publicly available |
trial_30db239ecdcb4fa4Claude Opus 5 · default (unverified) | Sep 6, 2026 console | 0 · excludedzero_output_tokens | No diagnostic label derived | Tokens: 0 Turns: 1 Cost: $0.0000 | Not publicly available |
trial_51cbe9a401784df0Claude Opus 5 · default (unverified) | Sep 6, 2026 console | 0 · excludedzero_output_tokens | No diagnostic label derived | Tokens: 0 Turns: 1 Cost: $0.0000 | Not publicly available |
trial_5e3f75e20768477dClaude Opus 5 · default (unverified) | Sep 6, 2026 console | 0 · valid | No diagnostic label derived | Tokens: 293,736 Turns: 75 Cost: $17.6628 | Not publicly available |
trial_b7d466b568f0419fClaude Opus 5 · default (unverified) | Sep 6, 2026 console | 0 · valid | No diagnostic label derived | Tokens: 232,337 Turns: 96 Cost: $17.7408 | Not publicly available |
trial_e701e17b429c41e9Claude Opus 5 · default (unverified) | Sep 6, 2026 console | 0 · excludedzero_output_tokens | No diagnostic label derived | Tokens: 0 Turns: 1 Cost: $0.0000 | Not publicly available |
trial_2cab976d1e1441f1GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
trial_72e77c16f2a84f5eGPT-5.6-sol · default (unverified) | Sep 6, 2026 console | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
trial_b520ab114e344bfdGPT-5.6-sol · default (unverified) | Sep 6, 2026 console | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
trial_cd20ac82ebd245a1GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
trial_eea92a635b954d49GPT-5.6-sol · default (unverified) | Sep 6, 2026 console | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |