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CODING FRONTIER

Top score on SWE-bench Verified — real GitHub issue resolution
SIGNAL ID · 09
LIVE
79.2
% resolved TIED
UPDATED
2026-07-28 06:06:34 UTC
UPDATE FREQUENCY
weekly
DATA POINTS
69
EVIDENCE PASSPORT
LAST FETCH
2026-07-28 06:06:34 UTC
AGE
49m ago
METHODOLOGY
v1.0
CONFIDENCE
HIGH
MEASUREMENT RISK
LOW
EVIDENCE STRENGTH
●●● STRONG
COLLECTION
live_api
SNAPSHOT
4ddb0676
VIEW SOURCE → VIEW JSON DOWNLOAD JSON
WHY THIS SIGNAL MATTERS
Tracks the top published score on SWE-bench Verified (human-validated real GitHub issues) as a proxy for autonomous coding ability. The score reflects a full system — model plus agent scaffolding — is Python/OSS-only, and often trails labs' own marketing claims.
KNOWN LIMITATIONS
  • Top score includes agent scaffolding, not just the base model
  • SWE-bench Verified is Python-only and OSS-only
  • Marketing claims from labs often exceed official leaderboard numbers
  • Cost per task varies wildly (from cents to hundreds of dollars)
AI INSIGHT · POWERED BY DEEPSEEK GENERATING…
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AI LENSES EXPERIMENTAL

Experimental model-generated interpretation of this verified signal.

The value and Evidence Passport above are evidence-backed; AI lenses are interpretive and may be incomplete or wrong.

TREND · LAST 90 DAYS
METHODOLOGY
Highest resolution rate on the SWE-bench Verified benchmark — a human-validated subset of 500 real GitHub issues from open-source Python repositories. A model 'resolves' an issue when its generated code patch passes the original PR's unit tests. Score reflects the combined system (model + scaffolding/agent), as published in the official leaderboard.
SOURCE
Official SWE-bench Leaderboard (Princeton) ↗
SIGNAL TYPE
% resolved
RAW DATA · LAST 30 ENTRIES DOWNLOAD JSON ↗
DATE VALUE DELTA TIMESTAMP (UTC)
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OTHER SIGNALS
01 FRONTIER MODELS 02 RESEARCH VELOCITY 03 TRAINING COMPUTE 04 SAFETY INCIDENTS 05 HF UPLOADS 06 API COST FLOOR 07 AI STOCK INDEX 08 GPU H100 / HR
NOTE ON AI ANALYSIS

AI-assisted perspectives are generated through external frontier model APIs. Provider identities may rotate. mohamed.tech performs synthesis, caching, and presentation.