Llama 4 Maverick 17B 128E Instruct FP8 is the stronger all-rounder.
Scores updated · 10 tests both models report · How we compare
Where each one wins
Tests won in each of the one area 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.
Facts 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.
Llama 4 Maverick 17B 128E Instruct FP8 costs 94% less for the same work.
Every test, side by side
All 10 tests both models report. The winning score is in its model's colour; marks a score checked independently.
FactsLlama 4 Maverick 17B 128E Instruct FP8
- Vectara HHEM hallucination ratelower is betterLlama 4 Maverick 17B 128E Instruct FP8 by 2.110.38.2+2.1
Other results9 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.
- HarmBenchClaude Sonnet 4 by 31.99866.1+31.9
- AIR-Bench 2024Claude Sonnet 4 by 19.788.368.6+19.7
- vectara_avg_summary_lengthClaude Sonnet 4 by 39.8 rating points145.8106+39.8 rating
- bbqClaude Sonnet 4 by 3.696.693+3.6
- vectara_factual_consistencyLlama 4 Maverick 17B 128E Instruct FP8 by 2.189.791.8+2.1
- vectara_answer_rateLlama 4 Maverick 17B 128E Instruct FP8 by 1.498.6100+1.4
- anthropic_red_teamClaude Sonnet 4 by 199.298.2+1
- simple_safety_teststie10099.3tie
- XSTesttie96.696.5tie
Questions people ask
Which is better, Claude Sonnet 4 or Llama 4 Maverick 17B 128E Instruct FP8?
Llama 4 Maverick 17B 128E Instruct FP8 wins the one area where both have results: facts. Claude Sonnet 4 wins none.
Which is cheaper?
Claude Sonnet 4 costs $3.00 per million input tokens and $15.00 per million output tokens; Llama 4 Maverick 17B 128E Instruct FP8 costs $0.27 and $0.85. That makes Llama 4 Maverick 17B 128E Instruct FP8 about 94% cheaper for the same work.
How do you compare the two?
We use the 10 benchmark tests both models have published scores on. The verdict counts the 1 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 9 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.