Model comparison
Gemini 3.5 Flash Lite vs GPT-5.5 Instant
GPT-5.5 Instant is the stronger model overall, scoring 42.7 to 41.5 on the Noometry Index.
Last verified . 26 shared benchmarks.
Summary
- They share 26 benchmarks with published results for both. Gemini 3.5 Flash Lite scores higher in 7 categories and GPT-5.5 Instant in 2 categories; 5 gaps are clear of the uncertainty.
- The biggest single-benchmark swing is Chess Puzzles: 22% for Gemini 3.5 Flash Lite and 12% for GPT-5.5 Instant.
Side by side
| Gemini 3.5 Flash Lite | GPT-5.5 Instant | |
|---|---|---|
| Provider | OpenAI | |
| Noometry Index | 41.5 | 42.7 |
| Released | 2026-07-21 | 2026-05-05 |
| Weights | Proprietary | Proprietary |
| Context window | 1.05M | — |
| Max output | 66K | — |
| Input $ / M tokens | $0.30 | — |
| Output $ / M tokens | $2.50 | — |
| Results tracked | 39 | 27 |
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Category by category
Coding GPT-5.5 Instant leads
Gemini 3.5 Flash Lite: 42.4 (#104), GPT-5.5 Instant: 44.3 (#74)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.5 Instant |
|---|---|---|
| SciCode | 41.3% | 48.6% |
| LMArena Coding | 1453 | 1433 |
| LMArena WebDev | 1440 | — |
| WeirdML | 39% | — |
| ALE-Bench | 765.27 | — |
Agentic & Tool Use Not comparable
Gemini 3.5 Flash Lite: 25.7 (#107), GPT-5.5 Instant: —
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.5 Instant |
|---|---|---|
| APEX-Agents | 29.3% | — |
| GDP.pdf | 10% | — |
Reasoning Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 27.8 (#114), GPT-5.5 Instant: 24.9 (#155)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.5 Instant |
|---|---|---|
| CritPt | 0% | 0% |
| Chess Puzzles | 22% | 12% |
| LMArena Hard Prompts | 1441 | 1426 |
| Epoch Capabilities Index | 145.13 | 142.52 |
| ARC-AGI-2 | 10.3% | — |
| NYT Connections (extended) | 60.4% | — |
| ARC-AGI-1 | 53.5% | — |
| Mystery Game Puzzles | 19% | — |
| DTBench | 83.5% | — |
| LMCA | 37.6% | — |
Math Too close to call
Gemini 3.5 Flash Lite: 25.9 (#264), GPT-5.5 Instant: 26.5 (#259)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.5 Instant |
|---|---|---|
| FrontierMath (Tiers 1-3) | 26% | 26.3% |
| FrontierMath Tier 4 | 0% | 2.4% |
| OTIS Mock AIME 2024-2025 | 71.1% | 68.1% |
| LMArena Math | 1433 | 1420 |
| ProofBench | 13% | — |
Knowledge Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 50.1 (#72), GPT-5.5 Instant: 48.9 (#74)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.5 Instant |
|---|---|---|
| GPQA Diamond | 83.3% | 82.5% |
| LMArena Expert | 1435 | 1409 |
Multimodal Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 41.1 (#40), GPT-5.5 Instant: 40.0 (#52)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Vision | 1268 | 1250 |
| LMArena Document | — | 1403 |
Multilingual Too close to call
Gemini 3.5 Flash Lite: 53.5 (#63), GPT-5.5 Instant: 52.8 (#80)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Non-English | 1427 | 1417 |
| LMArena Chinese | 1469 | 1456 |
| LMArena French | 1451 | 1428 |
| LMArena German | 1454 | 1411 |
| LMArena Japanese | 1427 | 1408 |
| LMArena Korean | 1407 | 1392 |
| LMArena Russian | 1443 | 1431 |
| LMArena Spanish | 1442 | 1429 |
Instruction Following Too close to call
Gemini 3.5 Flash Lite: 74.8 (#85), GPT-5.5 Instant: 74.2 (#100)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Instruction Following | 1420 | 1406 |
Long Context Too close to call
Gemini 3.5 Flash Lite: 43.9 (#84), GPT-5.5 Instant: 43.4 (#96)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Longer Query | 1435 | 1422 |
Writing & Preference Gemini 3.5 Flash Lite leads
Gemini 3.5 Flash Lite: 64.2 (#57), GPT-5.5 Instant: 61.8 (#85)
| Benchmark | Gemini 3.5 Flash Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Text | 1435 | 1419 |
| LMArena Creative Writing | 1420 | 1419 |
| LMArena Multi-Turn | 1445 | 1433 |
| EQ-Bench Creative Writing | 1559 | — |
Frequently asked questions
Is Gemini 3.5 Flash Lite better than GPT-5.5 Instant?
GPT-5.5 Instant is the stronger model overall, scoring 42.7 to 41.5 on the Noometry Index.
Is Gemini 3.5 Flash Lite or GPT-5.5 Instant better for coding?
GPT-5.5 Instant scores higher on coding benchmarks: 44.3 versus 42.4 in the Noometry coding category.
How many benchmarks do Gemini 3.5 Flash Lite and GPT-5.5 Instant share?
26 benchmarks have published results for both models. Gemini 3.5 Flash Lite has 39 scored results on Noometry and GPT-5.5 Instant has 27.