Model comparison
Gemini 2.5 Flash-Lite vs GPT-5.5 Instant
GPT-5.5 Instant is the stronger model overall, scoring 42.5 to 36.4 on the Noometry Index.
Last verified . 19 shared benchmarks.
Summary
- They share 19 benchmarks with published results for both. Gemini 2.5 Flash-Lite scores higher in 1 category and GPT-5.5 Instant in 8 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where GPT-5.5 Instant leads 48.9 to 32.1.
Side by side
| Gemini 2.5 Flash-Lite | GPT-5.5 Instant | |
|---|---|---|
| Provider | OpenAI | |
| Noometry Index | 36.4 | 42.5 |
| Released | 2025-06-17 | 2026-05-05 |
| Weights | Proprietary | Proprietary |
| Context window | 1.05M | — |
| Max output | 66K | — |
| Input $ / M tokens | $0.10 | — |
| Output $ / M tokens | $0.40 | — |
| Results tracked | 33 | 27 |
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Category by category
Coding GPT-5.5 Instant leads
Gemini 2.5 Flash-Lite: 38.0 (#167), GPT-5.5 Instant: 43.7 (#73)
| Benchmark | Gemini 2.5 Flash-Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Coding | 1373 | 1433 |
| SciCode | — | 48.6% |
| WeirdML | 35.2% | — |
| ALE-Bench | 325.9 | — |
Agentic & Tool Use Not comparable
Gemini 2.5 Flash-Lite: 27.8 (#89), GPT-5.5 Instant: —
| Benchmark | Gemini 2.5 Flash-Lite | GPT-5.5 Instant |
|---|---|---|
| Berkeley Function Calling Leaderboard | 36.9% | — |
Reasoning GPT-5.5 Instant leads
Gemini 2.5 Flash-Lite: 21.5 (#196), GPT-5.5 Instant: 24.2 (#149)
| Benchmark | Gemini 2.5 Flash-Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Hard Prompts | 1377 | 1426 |
| Epoch Capabilities Index | 133.93 | 142.48 |
| Kagi LLM Benchmark | 40.5% | — |
| CritPt | — | 0% |
| Chess Puzzles | — | 12% |
| DTBench | 62.8% | — |
| LMCA | 18.1% | — |
Math Gemini 2.5 Flash-Lite leads
Gemini 2.5 Flash-Lite: 35.5 (#144), GPT-5.5 Instant: 26.1 (#241)
| Benchmark | Gemini 2.5 Flash-Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Math | 1373 | 1420 |
| FrontierMath (Tiers 1-3) | — | 26.3% |
| FrontierMath Tier 4 | — | 2.4% |
| OTIS Mock AIME 2024-2025 | — | 68.1% |
| Omni-MATH | 48% | — |
Knowledge GPT-5.5 Instant leads
Gemini 2.5 Flash-Lite: 32.1 (#206), GPT-5.5 Instant: 48.9 (#68)
| Benchmark | Gemini 2.5 Flash-Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Expert | 1373 | 1409 |
| GPQA Diamond | — | 82.5% |
| MMLU-Pro | 53.7% | — |
| Vectara Hallucination Rate | 3.3% | — |
| GPQA (HELM) | 30.9% | — |
Multimodal GPT-5.5 Instant leads
Gemini 2.5 Flash-Lite: 28.6 (#109), GPT-5.5 Instant: 39.3 (#48)
| Benchmark | Gemini 2.5 Flash-Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Vision | 1198 | 1250 |
| VPCT | 30% | — |
| LMArena Document | — | 1403 |
Multilingual GPT-5.5 Instant leads
Gemini 2.5 Flash-Lite: 49.5 (#129), GPT-5.5 Instant: 53.0 (#76)
| Benchmark | Gemini 2.5 Flash-Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Non-English | 1369 | 1417 |
| LMArena Chinese | 1404 | 1457 |
| LMArena French | 1388 | 1428 |
| LMArena German | 1390 | 1410 |
| LMArena Japanese | 1359 | 1408 |
| LMArena Korean | 1358 | 1393 |
| LMArena Russian | 1373 | 1430 |
| LMArena Spanish | 1396 | 1430 |
Instruction Following GPT-5.5 Instant leads
Gemini 2.5 Flash-Lite: 70.2 (#163), GPT-5.5 Instant: 74.4 (#94)
| Benchmark | Gemini 2.5 Flash-Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Instruction Following | 1366 | 1407 |
| IFEval | 81% | — |
Long Context GPT-5.5 Instant leads
Gemini 2.5 Flash-Lite: 33.3 (#257), GPT-5.5 Instant: 43.4 (#92)
| Benchmark | Gemini 2.5 Flash-Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Longer Query | 1373 | 1422 |
| Fiction.LiveBench | 47.2% | — |
Writing & Preference GPT-5.5 Instant leads
Gemini 2.5 Flash-Lite: 57.0 (#130), GPT-5.5 Instant: 62.0 (#81)
| Benchmark | Gemini 2.5 Flash-Lite | GPT-5.5 Instant |
|---|---|---|
| LMArena Text | 1379 | 1419 |
| LMArena Creative Writing | 1366 | 1420 |
| LMArena Multi-Turn | 1367 | 1434 |
| WildBench | 81.8% | — |
Frequently asked questions
Is Gemini 2.5 Flash-Lite better than GPT-5.5 Instant?
GPT-5.5 Instant is the stronger model overall, scoring 42.5 to 36.4 on the Noometry Index.
Is Gemini 2.5 Flash-Lite or GPT-5.5 Instant better for coding?
GPT-5.5 Instant scores higher on coding benchmarks: 43.7 versus 38.0 in the Noometry coding category.
How many benchmarks do Gemini 2.5 Flash-Lite and GPT-5.5 Instant share?
19 benchmarks have published results for both models. Gemini 2.5 Flash-Lite has 33 scored results on Noometry and GPT-5.5 Instant has 27.