Llama 3.1 70B Instruct is the stronger all-rounder.
Scores updated · 21 tests both models report · How we compare
Where each one wins
Tests won in each of the two areas where both have results. Each piece is one test, so a longer bar means more evidence; grey means the two scored within a point of each other.
Coding rests on a single test.
What it costs
Prices per million tokens, roughly 750,000 words. The bars show the cost of a million tokens read plus a million written.
The biggest differences
The tests each model wins by the widest margin, up to three each. Scores are out of 100.
Where Llama 3.1 70B Instruct pulls ahead
- Code for real scientific research problemsSciCode+3.8points ahead
- Graduate-level biology, physics and chemistry questionsGPQA Diamond+3.8points ahead
Where Qwen2 Instruct (72B) pulls ahead
No clear win on a test scored out of 100.
Every test, side by side
All 21 tests both models report. The winning score is in its model's colour; marks a score checked independently.
ReasoningLlama 3.1 70B Instruct
- GPQA DiamondLlama 3.1 70B Instruct by 3.840.937.1+3.8
- Humanity's Last Examtie4.53.7tie
Other results18 tests, not counted
Tests outside the eight areas. They are not counted above: several are summary scores built from other tests, or the same test under another name.
- HarmBenchQwen2 Instruct (72B) by 29.946.976.8+29.9
- ARC-ChallengeLlama 3.1 70B Instruct by 25.994.868.9+25.9
- AIR-Bench 2024Qwen2 Instruct (72B) by 19.642.562.1+19.6
- MBPPQwen2 Instruct (72B) by 11.668.680.2+11.6
- MATHQwen2 Instruct (72B) by 116879+11
- MMLULlama 3.1 70B Instruct by 9.18676.9+9.1
- naturalquestions_closedbookLlama 3.1 70B Instruct by 6.245.239+6.2
- simple_safety_testsQwen2 Instruct (72B) by 692.598.5+6
- anthropic_red_teamQwen2 Instruct (72B) by 5.993.299.1+5.9
- HumanEvalQwen2 Instruct (72B) by 5.580.586+5.5
- NarrativeQALlama 3.1 70B Instruct by 4.577.272.7+4.5
- GSM8KLlama 3.1 70B Instruct by 2.793.891.1+2.7
- XSTestQwen2 Instruct (72B) by 2.494.596.9+2.4
- MMLU-ProLlama 3.1 70B Instruct by 266.464.4+2
- OpenBookQAQwen2 Instruct (72B) by 1.693.895.4+1.6
- BBHtie81.682.4tie
- AA Intelligencetie6.66.3tie
- WinoGrandetie85.385.1tie
Questions people ask
Which is better, Llama 3.1 70B Instruct or Qwen2 Instruct (72B)?
Llama 3.1 70B Instruct wins all two areas where both have results: coding and reasoning. Qwen2 Instruct (72B) wins none.
Which is better for coding?
Llama 3.1 70B Instruct. It wins the one coding test both models report.
How do you compare the two?
We use the 21 benchmark tests both models have published scores on. The verdict counts the 3 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 18 are listed but not counted, because several are summary scores or repeat a test. Each score is the one shown on the model's own page.