Model comparison
ERNIE 5.0 0110 vs Gemini 3.1 Pro Preview
Gemini 3.1 Pro Preview is the stronger model overall, scoring 56.7 to 41.8 on the Noometry Index.
Last verified . 20 shared benchmarks.
Baidu
GoogleSummary
- They share 20 benchmarks with published results for both. ERNIE 5.0 0110 scores higher in 2 categories and Gemini 3.1 Pro Preview in 7 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Gemini 3.1 Pro Preview leads 71.7 to 17.0.
- The biggest single-benchmark swing is NYT Connections (extended): 10.3% for ERNIE 5.0 0110 and 97.4% for Gemini 3.1 Pro Preview.
Side by side
| ERNIE 5.0 0110 | Gemini 3.1 Pro Preview | |
|---|---|---|
| Provider | Baidu | |
| Noometry Index | 41.8 | 56.7 |
| Released | — | 2026-02-19 |
| Weights | Proprietary | Proprietary |
| Context window | — | 1.05M |
| Max output | — | 66K |
| Input $ / M tokens | — | $2 |
| Output $ / M tokens | — | $12 |
| Results tracked | 20 | 71 |
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Category by category
Coding Too close to call
ERNIE 5.0 0110: 43.0 (#94), Gemini 3.1 Pro Preview: 42.5 (#99)
| Benchmark | ERNIE 5.0 0110 | Gemini 3.1 Pro Preview |
|---|---|---|
| LMArena Coding | 1455 | 1484 |
| SWE-bench Verified | — | 75.6% |
| DeepSWE | — | 11.7% |
| LMArena WebDev | — | 1447 |
| SciCode | — | 58.9% |
| GSO | — | 22.6% |
| WeirdML | — | 72.1% |
| MirrorCode | — | 8.9% |
| ALE-Bench | — | 1,161 |
| AlgoTune | — | 2.02 |
Agentic & Tool Use Not comparable
ERNIE 5.0 0110: —, Gemini 3.1 Pro Preview: 37.7 (#34)
| Benchmark | ERNIE 5.0 0110 | Gemini 3.1 Pro Preview |
|---|---|---|
| Terminal-Bench | — | 80.2% |
| APEX-Agents | — | 35.3% |
| τ²-bench Banking | — | 26% |
| DeepResearch Bench | — | 47.8% |
| PostTrainBench | — | 22% |
| BALROG | — | 57% |
| ExploitBench | — | 26.1% |
| GBAEval | — | 0.8% |
| GDP.pdf | — | 17% |
| LMArena Search | — | 1211 |
| METR Time Horizons | — | 77% |
| Vending-Bench 2 | — | 3,774 |
Reasoning Gemini 3.1 Pro Preview leads
ERNIE 5.0 0110: 17.0 (#297), Gemini 3.1 Pro Preview: 71.7 (#12)
| Benchmark | ERNIE 5.0 0110 | Gemini 3.1 Pro Preview |
|---|---|---|
| NYT Connections (extended) | 10.3% | 97.4% |
| Thematic Generalization | 41.7% | 79.4% |
| LMArena Hard Prompts | 1445 | 1485 |
| ARC-AGI-2 | — | 77.1% |
| SimpleBench | — | 79.6% |
| ARC-AGI-1 | — | 98% |
| CritPt | — | 17.7% |
| Chess Puzzles | — | 55% |
| EnigmaEval | — | 36.8% |
| EBR-Bench | — | 14.3% |
| Mystery Game Puzzles | — | 34% |
| DTBench | — | 97.1% |
| LMCA | — | 53.8% |
| Epoch Capabilities Index | — | 154.77 |
| ForecastBench | — | 59 |
Math Gemini 3.1 Pro Preview leads
ERNIE 5.0 0110: 39.3 (#110), Gemini 3.1 Pro Preview: 62.1 (#34)
| Benchmark | ERNIE 5.0 0110 | Gemini 3.1 Pro Preview |
|---|---|---|
| LMArena Math | 1437 | 1485 |
| FrontierMath (Tiers 1-3) | — | 59.6% |
| FrontierMath Tier 4 | — | 26.8% |
| MathArena Final-Answer Competitions | — | 86.5% |
| OTIS Mock AIME 2024-2025 | — | 95.6% |
| ProofBench | — | 26% |
| FrontierMath (Feb 2025 set) | — | 36.9% |
| FrontierMath Tier 4 (v1) | — | 16.7% |
Knowledge Gemini 3.1 Pro Preview leads
ERNIE 5.0 0110: 39.8 (#128), Gemini 3.1 Pro Preview: 71.8 (#3)
| Benchmark | ERNIE 5.0 0110 | Gemini 3.1 Pro Preview |
|---|---|---|
| LMArena Expert | 1428 | 1485 |
| GPQA Diamond | — | 94.4% |
| Humanity's Last Exam | — | 46.4% |
| SimpleQA Verified | — | 73.5% |
| Vectara Hallucination Rate | — | 10.4% |
Multimodal ERNIE 5.0 0110 leads
ERNIE 5.0 0110: 39.9 (#53), Gemini 3.1 Pro Preview: 37.9 (#69)
| Benchmark | ERNIE 5.0 0110 | Gemini 3.1 Pro Preview |
|---|---|---|
| LMArena Vision | 1249 | 1296 |
| Blueprint-Bench 2 | — | 26.5% |
| Furniture Assembly | — | 26.7% |
| LMArena Document | — | 1444 |
Multilingual Gemini 3.1 Pro Preview leads
ERNIE 5.0 0110: 54.1 (#49), Gemini 3.1 Pro Preview: 57.0 (#12)
| Benchmark | ERNIE 5.0 0110 | Gemini 3.1 Pro Preview |
|---|---|---|
| LMArena Non-English | 1436 | 1477 |
| LMArena Chinese | 1512 | 1529 |
| LMArena French | 1467 | 1487 |
| LMArena German | 1460 | 1491 |
| LMArena Japanese | 1382 | 1493 |
| LMArena Korean | 1406 | 1455 |
| LMArena Russian | 1446 | 1498 |
| LMArena Spanish | 1473 | 1479 |
Instruction Following Gemini 3.1 Pro Preview leads
ERNIE 5.0 0110: 74.5 (#92), Gemini 3.1 Pro Preview: 77.0 (#32)
| Benchmark | ERNIE 5.0 0110 | Gemini 3.1 Pro Preview |
|---|---|---|
| LMArena Instruction Following | 1413 | 1466 |
Long Context Gemini 3.1 Pro Preview leads
ERNIE 5.0 0110: 43.4 (#95), Gemini 3.1 Pro Preview: 47.4 (#18)
| Benchmark | ERNIE 5.0 0110 | Gemini 3.1 Pro Preview |
|---|---|---|
| LMArena Longer Query | 1422 | 1483 |
| CL-bench | — | 20.8% |
| CL-bench Life | — | 16.9% |
Writing & Preference Gemini 3.1 Pro Preview leads
ERNIE 5.0 0110: 63.1 (#66), Gemini 3.1 Pro Preview: 66.1 (#37)
| Benchmark | ERNIE 5.0 0110 | Gemini 3.1 Pro Preview |
|---|---|---|
| LMArena Text | 1445 | 1481 |
| LMArena Creative Writing | 1426 | 1482 |
| LMArena Multi-Turn | 1434 | 1488 |
| EQ-Bench Creative Writing | — | 1491 |
| EQ-Bench 4 | — | 1142 |
Frequently asked questions
Is ERNIE 5.0 0110 better than Gemini 3.1 Pro Preview?
Gemini 3.1 Pro Preview is the stronger model overall, scoring 56.7 to 41.8 on the Noometry Index.
Is ERNIE 5.0 0110 or Gemini 3.1 Pro Preview better for coding?
They score almost the same on coding (43.0 vs 42.5); test both on your own repository before choosing.
How many benchmarks do ERNIE 5.0 0110 and Gemini 3.1 Pro Preview share?
20 benchmarks have published results for both models. ERNIE 5.0 0110 has 20 scored results on Noometry and Gemini 3.1 Pro Preview has 71.