specs at a glance
| Leaderboard rank | #16 of 26 |
|---|---|
| SWE-bench Verified | 80.8% |
| SWE-bench Pro | — |
| Terminal-Bench | — |
| Input price / 1M | $0.75 |
| Output price / 1M | $3.75 |
| Context window | — |
| Open weights | No |
| Access | API (gemini-3.7-flash) · AI Studio · Google Antigravity · Android Studio · Gemini app Spark (AI Pro/Ultra) · Gemini Enterprise |
| Maker | Google DeepMind |
how good is Gemini 3.7 Flash at coding?
Gemini 3.7 Flash sits at #16 of 26 ranked models, posting 80.8% on SWE-bench Verified — 16.2 points behind #1 Claude Opus 5.
Score provenance: Independent (vals.ai, mini-swe-agent bash-only harness): SWE-bench Verified 80.80% ±1.76. Released Aug 13, 2026, three weeks after Gemini 3.6 Flash. Google published NO SWE-bench Verified score of its own, exactly as with 3.6 Flash, so this rank rests entirely on the independent run. Its launch claims are all vendor-reported on Google scaffolding: DeepSWE v1.1 65.3% (up from 49.0%), FrontierCode 1.1 Main 43.6% (up from 34.4%), WebDev Arena Elo 1588 (up from 1538), GDP.pdf 34.0% (up from 22.0%), AutomationBench 30.4% (up from 17.0%). Read those with the 3.6 Flash precedent in mind: Google claimed a 12-point DeepSWE jump for that model too, and vals.ai then measured it at 79.60% ±1.80 against 78.8% for 3.5 Flash, a statistical tie. Price: introductory $0.75/$3.75 per 1M through Dec 31, 2026, reverting to $1.50/$7.50 on Jan 1, 2027, i.e. back to 3.6 Flash list. Specs: 1,048,576 input / 65,536 output tokens; thinking levels low/medium/high only (minimal now errors); computer use still preview. See /p/gemini-3-7-flash-half-price-3-5-pro-missing/. **Ranked 2026-08-17**: vals.ai evaluated it and we now rank on that independent figure, since Google still publishes no SWE-bench Verified score of its own. It entered our verifying queue on Aug 13 and left it four days later. Worth recording that the 3.6 Flash precedent did NOT repeat: that model turned a claimed 12-point DeepSWE jump into a statistical tie, whereas 3.7 Flash gains a real 1.2 points over 3.6 Flash (79.60%) on the same harness. The gain is still inside the combined margin of error, so read 3.7 Flash, 3.6 Flash and Claude Sonnet 5 as a three-way tie rather than a ranking.
what does Gemini 3.7 Flash cost?
$0.75 per 1M input tokens and $3.75 per 1M output — #7 cheapest of the 26 models we track. Coding workloads are output-heavy, so weight the output rate when budgeting. Run your own volume through the AI API cost calculator for a monthly estimate.
where can you use it?
Available via API (gemini-3.7-flash) · AI Studio · Google Antigravity · Android Studio · Gemini app Spark (AI Pro/Ultra) · Gemini Enterprise. As a proprietary model, you're on the maker's infrastructure and release schedule.
head-to-head
Full storyGemini 3.7 Flash Ships at Half Price, 3.5 Pro Still Missing
- Google DeepMindvals.ai — SWE-bench Verified (independent)
Ranked on our AI Coding Leaderboard — scores confirmed against primary sources only, updated 2026-08-17.