Gemma 4 31B IT
Gemma 4 31B IT (Google DeepMind) was released on Apr 2, 2026. In the Epoch AI capability ranking (ECI), it ranks #107 out of 267 models, with 142.86.
Where Gemma 4 31B IT stands out and where it falls behind, by the numbers
Gemma 4 31B IT has published results on 11 tests compiled by Epoch AI. The yardstick here is its generation: its position among the models released between Jul 6, 2025 and Jul 1, 2026 that took the same test. Against the whole archive, which includes 2023 models, a recent release lands near the top of almost everything, and that says nothing.
Where it stands out
Tests where it sits in the top third of its own generation.
It is not in the top third of its generation on any test with 6 or more models compared.
Where it falls behind
Tests where it sits in the bottom half of its own generation.
See all 11 tests, one by one
| Test | Score | In its generation | Overall | Test record |
|---|---|---|---|---|
| GPQA Diamond | 75.8% | #54 / 64 (tied with 1) | #95 / 173 | 96.4% Gemini 4 Argon |
| AIME 2024 and 2025 (OTIS) | 73.3% | #52 / 64 (tied with 1) | #90 / 168 | 100.0% GPT-5.5 |
| Dtbench | 82.7% | #32 / 60 (tied with 2) | #61 / 148 | 98.9% Claude Opus 5.5 |
| Lmca | 39.25 | #22 / 58 | #48 / 121 | 68.23 Claude Opus 5.5 |
| CritPt | 1.4% | #33 / 50 (tied with 1) | #71 / 112 | 32.3% GPT-5.6 Sol |
| WeirdML | 52.3% | #26 / 54 (tied with 1) | #44 / 112 | 93.6% GPT-6 Astra |
| SciCode | 45.5% | #25 / 46 | #63 / 104 | 66.9% Claude Opus 5.5 |
| ALE-Bench | 926 | #25 / 50 | #46 / 82 | 2,951 GPT-6 Astra |
| WebDev Arena | 1,364 | #39 / 49 | #71 / 82 | 1,820 Claude Opus 5.5 |
| SimpleQA Verified | 10.4% | #40 / 40 | #79 / 81 | 76.0% Gemini 4 Argon |
| Surface Evolver Bench | 30.6% | #11 / 13 | #21 / 24 | 95.0% Claude Fable 5 |
For each test, the model's best effort level counts, as in the ranking. Source of the scores: Epoch AI, under CC BY 4.0.
What to compare Gemma 4 31B IT with
The models from other labs closest in capability and released in the same period, at most two per lab. Click any of them to see its page.
| Model | Lab | ECI | ELO | LiveBench | Release |
|---|---|---|---|---|---|
| Claude Opus 4.1 | Anthropic | 144.09 | 1,479 | n/a | Aug 5, 2025 |
| GLM-4.7 | Z.ai (Zhipu AI) | 143.79 | 1,495 | n/a | Dec 22, 2025 |
| Qwen 3.6 Flash | Alibaba | 143.05 | n/a | n/a | Apr 27, 2026 |
| Gemma 4 31B IT | Google DeepMind | 142.86 | n/a | n/a | Apr 2, 2026 |
| Qwen3.5-35B-A3B | Alibaba | 142.48 | 1,457 | n/a | Feb 24, 2026 |
| GPT-5.5 Instant | OpenAI | 142.45 | 1,456 | n/a | May 5, 2026 |
| Claude Haiku 4.5 | Anthropic | 142.40 | 1,454 | n/a | Oct 15, 2025 |
Gemma 4 31B IT or Qwen 3.6 Flash?
Qwen 3.6 Flash is the model from another lab closest to Gemma 4 31B IT in capability. Across the 6 tests both took, this is the score:
| Test | Gemma 4 31B IT | Qwen 3.6 Flash |
|---|---|---|
| ALE-Bench | 926 | 326 |
| SimpleQA Verified | 10.4% | 15.9% |
| Lmca | 39.25 | 30.98 |
| AIME 2024 and 2025 (OTIS) | 73.3% | 84.4% |
| GPQA Diamond | 75.8% | 83.3% |
| Dtbench | 82.7% | 77.1% |
Unweighted score: each test counts one point, whether math or coding. The dot marks who did better on each row.
Other models from Google DeepMind
The models from the same lab closest in time, newest first.
| Model | Release | ECI | ELO | LiveBench | Access |
|---|---|---|---|---|---|
| Gemini 3.7 Flash | Aug 13, 2026 | 157.22 | 1,551 | 78.8 | API access |
| Gemini 3.6 Flash | Jul 21, 2026 | 154.24 | 1,530 | 73.6 | API access |
| Gemini 3.5 Flash-Lite | Jul 21, 2026 | 145.15 | 1,467 | 63.9 | API access |
| Gemini 3.5 Flash | May 19, 2026 | 154.38 | 1,526 | 74.6 | API access |
| Gemma 4 31B IT | Apr 2, 2026 | 142.86 | n/a | n/a | Open weights (restricted use) |
| Gemma 4 26B A4B | Apr 2, 2026 | 141.81 | 1,495 | n/a | Open weights (unrestricted) |
| Gemini 3.1 Pro | Feb 19, 2026 | 154.67 | 1,528 | 77.0 | API access |
| Gemini 3 Flash | Dec 17, 2025 | 151.80 | 1,511 | n/a | API access |
| Gemini 3 Pro | Nov 18, 2025 | 152.90 | 1,523 | n/a | API access |
Have you used Gemma 4 31B IT? Rate it
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What people ask about Gemma 4 31B IT
Where does Gemma 4 31B IT rank among AI models?
In the ROO3 AI Benchmark, ordered by the Epoch AI ECI, Gemma 4 31B IT ranks #107 out of 267 models, with an ECI of 142.86. The ECI is a composite index that combines several hard benchmarks into a single scale. The position changes when a new model comes out, and the page is refreshed six times a day.
Is Gemma 4 31B IT better than Qwen 3.6 Flash?
Across the 6 tests both models took and Epoch AI compiled, Gemma 4 31B IT comes out ahead on 3, behind on 3 and tied on 0. It is a test-by-test count with no weighting: a win in math counts the same as a win in coding. To choose between the two, look at the tests that resemble your own use.
Where do the numbers on this page come from?
From the same three sources as the ranking, all openly licensed: Epoch AI (ECI and individual tests, CC BY 4.0), Arena (human-preference ELO, CC BY 4.0) and LiveBench (overall average, CC BY-SA 4.0). ROO3 does not measure any model. When the page shows a figure published by the maker itself, it appears in the written analysis, labeled as the maker's, and never enters the ranking.
Where each number comes from
Epoch AI, "AI Benchmarking Hub". Published at epoch.ai. Data under the CC BY 4.0 licence, reordered by roo3.co.
The Arena (LMArena) leaderboard, from the public lmarena-ai/leaderboard-dataset on Hugging Face, under the CC BY 4.0 licence. We are not affiliated with the Arena.
LiveBench, by the LiveBench team, published at livebench.ai under the CC BY-SA 4.0 license. The overall average is recomputed by roo3.co with the same formula as the website (average of the categories), and those numbers stay under CC BY-SA 4.0. We are not affiliated with LiveBench.
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