LLaMA-7B
LLaMA-7B (Meta AI) was released on Feb 24, 2023. In the Epoch AI capability ranking (ECI), it ranks #246 out of 267 models, with 96.82. Against models of the same generation, its best result is on OpenBookQA: 57.2%, #4 of 14.
Where LLaMA-7B stands out and where it falls behind, by the numbers
LLaMA-7B has published results on 12 tests compiled by Epoch AI. The yardstick here is its generation: its position among the models released between May 30, 2022 and May 25, 2023 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.
Where it falls behind
Tests where it sits in the bottom half of its own generation.
See all 12 tests, one by one
| Test | Score | In its generation | Overall | Test record |
|---|---|---|---|---|
| MMLU | 35.6% | #6 / 11 | #84 / 92 | 88.1% GPT-4o (May 2024) |
| ARC (AI2) | 47.6% | #9 / 15 | #44 / 65 | 95.3% DeepSeek-V3 (Mar 2025) |
| WinoGrande | 70.1% | #10 / 16 | #40 / 61 | 89.2% Llama 3.1-405B |
| GSM8K | 11.0% | #7 / 9 | #50 / 54 | 92.0% GPT-4 (Mar 2023) |
| HellaSwag | 76.2% | #11 / 16 | #33 / 51 | 95.3% GPT-4 (Mar 2023) |
| PIQA | 79.8% | #7 / 12 | #28 / 43 | 88.7% GPT-4o mini |
| BoolQ | 76.5% | #9 / 15 | #27 / 42 | 90.9% PaLM 2-L |
| BIG-Bench Hard | 33.5% | #8 / 9 | #38 / 41 | 89.2% Gemini 1.5 Pro (Sept 2024) |
| OpenBookQA | 57.2% | #4 / 14 | #17 / 32 | 88.0% phi-3-mini 3.8B |
| TriviaQA | 71.0% | #9 / 11 | #25 / 32 | 87.6% Llama 2-70B |
| LAMBADA | 73.3% | #6 / 7 | #10 / 20 | 79.8% Falcon-180B |
| ScienceQA | 36.2% | #2 / 2 | #6 / 6 | 88.5% GPT-4o (May 2024) |
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 LLaMA-7B 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 |
|---|---|---|---|---|---|
| chatglm2-6b | 99.05 | 973 | n/a | Jun 24, 2023 | |
| LLaMA-7B | Meta AI | 96.82 | n/a | n/a | Feb 24, 2023 |
| Baichuan 2-7B | Baichuan | 96.45 | n/a | n/a | Sep 20, 2023 |
| DeepSeek Coder 33B | DeepSeek | 96.45 | n/a | n/a | Nov 2, 2023 |
| Falcon-7B | Technology Innovation Institute | 95.23 | n/a | n/a | Apr 24, 2023 |
| vicuna-13b-v1.1 | 94.80 | n/a | n/a | Apr 12, 2023 | |
| MPT-7B | MosaicML | 94.73 | n/a | n/a | May 5, 2023 |
LLaMA-7B or Baichuan 2-7B?
Baichuan 2-7B is the model from another lab closest to LLaMA-7B in capability. Across the 7 tests both took, this is the score:
| Test | LLaMA-7B | Baichuan 2-7B |
|---|---|---|
| GSM8K | 11.0% | 24.6% |
| MMLU | 35.6% | 54.2% |
| ARC (AI2) | 47.6% | 32.5% |
| BIG-Bench Hard | 33.5% | 41.6% |
| BoolQ | 76.5% | 63.2% |
| HellaSwag | 76.2% | 68.0% |
| LAMBADA | 73.3% | 73.3% |
Unweighted score: each test counts one point, whether math or coding. The dot marks who did better on each row.
Other models from Meta AI
The models from the same lab closest in time, newest first.
| Model | Release | ECI | ELO | LiveBench | Access |
|---|---|---|---|---|---|
| Llama 3-70B | Apr 18, 2024 | 122.94 | n/a | n/a | Open weights (restricted use) |
| Llama 2-70B | Jul 18, 2023 | 113.84 | n/a | n/a | Open weights (restricted use) |
| Llama 2-13B | Jul 18, 2023 | 106.25 | n/a | n/a | Open weights (restricted use) |
| Llama 2-34B | Jul 18, 2023 | 105.29 | n/a | n/a | Unreleased |
| Llama 2-7B | Jul 18, 2023 | 99.18 | n/a | n/a | Open weights (restricted use) |
| LLaMA-65B | Feb 24, 2023 | 110.23 | n/a | n/a | Open weights (non-commercial) |
| LLaMA-33B | Feb 24, 2023 | 107.49 | n/a | n/a | Open weights (non-commercial) |
| LLaMA-13B | Feb 24, 2023 | 100.69 | 846 | n/a | Open weights (non-commercial) |
| LLaMA-7B | Feb 24, 2023 | 96.82 | n/a | n/a | Open weights (non-commercial) |
Have you used LLaMA-7B? Rate it
Users' opinion, not measurement: the rating is kept apart from the ranking and does not move anyone's position. One vote per browser, no sign-up, and you can change your rating later.
What people ask about LLaMA-7B
Where does LLaMA-7B rank among AI models?
In the ROO3 AI Benchmark, ordered by the Epoch AI ECI, LLaMA-7B ranks #246 out of 267 models, with an ECI of 96.82. 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 LLaMA-7B better than Baichuan 2-7B?
Across the 7 tests both models took and Epoch AI compiled, LLaMA-7B comes out ahead on 3, behind on 3 and tied on 1. 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.
What is LLaMA-7B best at?
Against models of the same generation (released up to 9 months before and up to 3 months after it), the best relative results of LLaMA-7B are: OpenBookQA (#4 of 14). The yardstick is its position among the models of that period that took the same test.
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.
← See the full ranking