BlogLLM Benchmark Scores as Published, Side by Side
Gemini 3.6 Flash: Benchmark Scores as Published
Every result the catalog holds for Gemini 3.6 Flash: 24 tests in 10 areas, from 4 pages. All were printed by Google itself. Each number is as printed; nothing is ranked or rescored.
Developer GoogleReleased 2026-07-21Context window 1.05MMax output 65.5KInput Text, image, video, audio, PDFOutput TextWeights ClosedData version 2026103001, as of 2026-10-30
Knowledge Work
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| AutomationBench | 17% | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
| GDPval-AA v2 | 1421 | Google, Gemini 3.6 Flash model cardchecked 2026-10-15; printed on 1 more page | - |
| Harvey's Legal Agent Benchmark (criterion pass rate) | 85.1% | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
Agentic Coding
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| SWE-Bench Pro | 58.7% | Google, Gemini 3.6 Flash model cardchecked 2026-10-15 | - |
| Terminal-Bench 2.1 | 78% | Google, Gemini 3.6 Flash model cardchecked 2026-10-15; printed on 1 more page | Harness: Terminus-2 |
| DeepSWE v1.1 | 49% | Google, Gemini 3.6 Flash model cardchecked 2026-10-15; printed on 1 more page | - |
| FrontierCode v1.1 Main | 34.4% | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
| Terminal-Bench 3.0 | 5.4% | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
| Code Arena | 1538 | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
ML Engineering
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| MLE-bench | 63.9% | Google, Gemini 3.6 Flash model cardchecked 2026-10-15 | - |
Science and Math
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| BioMysteryBench Human Difficult | 41.2% | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
| BioMysteryBench Human Solvable | 80.6% | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
| LAB-Bench 2 | 76.1% | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
Long Context
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| MRCR v2 8-needle 128K | 91.8% | Google, Gemini 3.6 Flash model cardchecked 2026-10-15; printed on 1 more page | Context: 128k (average) |
| MRCR v2 8-needle 1M (pointwise) | 54% | Google, Gemini 3.6 Flash model cardchecked 2026-10-15 | Context: 1M (pointwise) |
Computer Use
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| OSWorld-Verified | 83% | Google, Gemini 3.6 Flash model cardchecked 2026-10-15 | - |
| OSWorld 2.0 | 33.8% | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
Multimodal Understanding
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| CharXiv Reasoning (no tools) | 85.2% | Google, Gemini 3.6 Flash model cardchecked 2026-10-15; printed on 1 more page | Tools: none |
| GDP.pdf | 22% | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
| CharXiv Reasoning (with tools) | 89.4% | Google, Gemini 3.6 Flash model cardchecked 2026-10-15; printed on 1 more page | Tools: enabled; exact tools in source |
| LVBench | 84.2% | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
General Knowledge and Reasoning
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Humanity's Last Exam (Verified) | 51.2% | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
Tool Use and Workflows
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Agents' Last Exam (pass rate) | 24.2% | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
Preference and Composite Rankings
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Artificial Analysis Intelligence Index | 52 | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
Price
API list prices in US dollars per one million tokens, as printed on the developer's pricing page on the day checked. Cost per task is measured by Vals AI.
| Price | Value | Printed by | Setup as printed |
|---|---|---|---|
| Input | $0.75 | Google, Gemini API pricingchecked 2026-10-15 | Offer: promotional price, through 2026-12-31 |
| Cached input | $0.075 | Google, Gemini API pricingchecked 2026-10-15 | Offer: promotional price, through 2026-12-31 |
| Output | $3.75 | Google, Gemini API pricingchecked 2026-10-15 | Offer: promotional price, through 2026-12-31 |
| Input, batch | $0.375 | Google, Gemini API pricingchecked 2026-10-15 | Offer: promotional price, through 2026-12-31 |
| Cached input, batch | $0.0375 | Google, Gemini API pricingchecked 2026-10-15 | Offer: promotional price, through 2026-12-31 |
| Output, batch | $1.875 | Google, Gemini API pricingchecked 2026-10-15 | Offer: promotional price, through 2026-12-31 |
| Input, flex | $0.375 | Google, Gemini API pricingchecked 2026-10-15 | Offer: promotional price, through 2026-12-31 |
| Cached input, flex | $0.0375 | Google, Gemini API pricingchecked 2026-10-15 | Offer: promotional price, through 2026-12-31 |
| Output, flex | $1.875 | Google, Gemini API pricingchecked 2026-10-15 | Offer: promotional price, through 2026-12-31 |
| Input, priority | $1.35 | Google, Gemini API pricingchecked 2026-10-15 | Offer: promotional price, through 2026-12-31 |
| Cached input, priority | $0.135 | Google, Gemini API pricingchecked 2026-10-15 | Offer: promotional price, through 2026-12-31 |
| Output, priority | $6.75 | Google, Gemini API pricingchecked 2026-10-15 | Offer: promotional price, through 2026-12-31 |
| Cost per taskVals AI, USD, lower is better | $3.04 | Vals AI, Vibe Code Bench v1.1 leaderboardchecked 2026-10-27 | Harness: OpenHands |
More from Google
Every number here is read from the same catalog file as the benchmark table, data version 2026103001. Where one page printed the model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.