Model comparison
Gemini 2.0 Flash (Feb 2025) vs Nova Premier 1.0
Nova Premier 1.0 is the stronger model overall, scoring 38.3 to 35.1 on the Noometry Index.
Last verified . 6 shared benchmarks.
GoogleSummary
- They share 6 benchmarks with published results for both. Gemini 2.0 Flash (Feb 2025) scores higher in 2 categories and Nova Premier 1.0 in 3 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Nova Premier 1.0 leads 23.0 to 15.2.
- The biggest single-benchmark swing is Omni-MATH: 45.9% for Gemini 2.0 Flash (Feb 2025) and 35% for Nova Premier 1.0.
Side by side
| Gemini 2.0 Flash (Feb 2025) | Nova Premier 1.0 | |
|---|---|---|
| Provider | Amazon | |
| Noometry Index | 35.1 | 38.3 |
| Released | 2024-12-06 | 2025-04-30 |
| Weights | Proprietary | Proprietary |
| Context window | — | 1M |
| Max output | — | 10K |
| Input $ / M tokens | — | $2.50 |
| Output $ / M tokens | — | $12.50 |
| Results tracked | 54 | 6 |
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Category by category
Coding Not comparable
Gemini 2.0 Flash (Feb 2025): 28.4 (#315), Nova Premier 1.0: —
| Benchmark | Gemini 2.0 Flash (Feb 2025) | Nova Premier 1.0 |
|---|---|---|
| SWE-bench Verified (bash only) | 13.5% | — |
| Aider Polyglot | 38.2% | — |
| WeirdML | 25.8% | — |
| BigCodeBench Instruct | 45.9% | — |
| LiveBench Coding | 63.4% | — |
| LMArena Coding | 1350 | — |
| BigCodeBench Complete | 59.9% | — |
| CadEval | 30% | — |
Agentic & Tool Use Not comparable
Gemini 2.0 Flash (Feb 2025): 28.1 (#92), Nova Premier 1.0: —
| Benchmark | Gemini 2.0 Flash (Feb 2025) | Nova Premier 1.0 |
|---|---|---|
| TheAgentCompany | 11.4% | — |
Reasoning Nova Premier 1.0 leads
Gemini 2.0 Flash (Feb 2025): 15.2 (#318), Nova Premier 1.0: 23.0 (#185)
| Benchmark | Gemini 2.0 Flash (Feb 2025) | Nova Premier 1.0 |
|---|---|---|
| Kagi LLM Benchmark | 37.8% | 44.8% |
| ARC-AGI-2 | 1.3% | — |
| SimpleBench | 31.1% | — |
| EnigmaEval | 1.1% | — |
| LiveBench Reasoning | 78.2% | — |
| LMArena Hard Prompts | 1346 | — |
| DTBench | 63.2% | — |
| LiveBench Data Analysis | 69.4% | — |
| Epoch Capabilities Index | 135.36 | — |
| LiveBench | 66.9% | — |
Math Gemini 2.0 Flash (Feb 2025) leads
Gemini 2.0 Flash (Feb 2025): 37.9 (#146), Nova Premier 1.0: 33.8 (#199)
| Benchmark | Gemini 2.0 Flash (Feb 2025) | Nova Premier 1.0 |
|---|---|---|
| Omni-MATH | 45.9% | 35% |
| OTIS Mock AIME 2024-2025 | 57.8% | — |
| LiveBench Math | 75.8% | — |
| LMArena Math | 1352 | — |
| MATH Level 5 | 82.2% | — |
| FrontierMath (Feb 2025 set) | 1.7% | — |
Knowledge Nova Premier 1.0 leads
Gemini 2.0 Flash (Feb 2025): 32.0 (#213), Nova Premier 1.0: 35.8 (#180)
| Benchmark | Gemini 2.0 Flash (Feb 2025) | Nova Premier 1.0 |
|---|---|---|
| MMLU-Pro | 73.7% | 72.6% |
| GPQA (HELM) | 55.6% | 51.8% |
| GPQA Diamond | 64.1% | — |
| Humanity's Last Exam | 6.6% | — |
| Confabulations | 12.4% | — |
| LMArena Expert | 1339 | — |
| MMLU | 79.7% | — |
Multimodal Not comparable
Gemini 2.0 Flash (Feb 2025): 36.5 (#79), Nova Premier 1.0: —
| Benchmark | Gemini 2.0 Flash (Feb 2025) | Nova Premier 1.0 |
|---|---|---|
| LMArena Vision | 1158 | — |
| GeoBench | 77% | — |
Multilingual Not comparable
Gemini 2.0 Flash (Feb 2025): 47.4 (#149), Nova Premier 1.0: —
| Benchmark | Gemini 2.0 Flash (Feb 2025) | Nova Premier 1.0 |
|---|---|---|
| LMArena Non-English | 1342 | — |
| LMArena Chinese | 1373 | — |
| LMArena French | 1391 | — |
| LMArena German | 1353 | — |
| LMArena Japanese | 1294 | — |
| LMArena Korean | 1313 | — |
| LMArena Russian | 1351 | — |
| LMArena Spanish | 1363 | — |
Instruction Following Gemini 2.0 Flash (Feb 2025) leads
Gemini 2.0 Flash (Feb 2025): 74.4 (#97), Nova Premier 1.0: 66.8 (#204)
| Benchmark | Gemini 2.0 Flash (Feb 2025) | Nova Premier 1.0 |
|---|---|---|
| IFEval | 84.1% | 80.3% |
| LiveBench Instruction Following | 85.8% | — |
| LMArena Instruction Following | 1336 | — |
Long Context Not comparable
Gemini 2.0 Flash (Feb 2025): 38.1 (#203), Nova Premier 1.0: —
| Benchmark | Gemini 2.0 Flash (Feb 2025) | Nova Premier 1.0 |
|---|---|---|
| Fiction.LiveBench | 61.1% | — |
| LMArena Longer Query | 1344 | — |
Writing & Preference Nova Premier 1.0 leads
Gemini 2.0 Flash (Feb 2025): 49.5 (#190), Nova Premier 1.0: 51.0 (#178)
| Benchmark | Gemini 2.0 Flash (Feb 2025) | Nova Premier 1.0 |
|---|---|---|
| WildBench | 80% | 78.8% |
| LMArena Text | 1354 | — |
| LMArena Creative Writing | 1340 | — |
| Short-Story Creative Writing | 73.8% | — |
| EQ-Bench Creative Writing | 1128 | — |
| LMArena Multi-Turn | 1350 | — |
| LiveBench Language | 51.3% | — |
Frequently asked questions
Is Gemini 2.0 Flash (Feb 2025) better than Nova Premier 1.0?
Nova Premier 1.0 is the stronger model overall, scoring 38.3 to 35.1 on the Noometry Index.
How many benchmarks do Gemini 2.0 Flash (Feb 2025) and Nova Premier 1.0 share?
6 benchmarks have published results for both models. Gemini 2.0 Flash (Feb 2025) has 54 scored results on Noometry and Nova Premier 1.0 has 6.