Compare · ModelsLive · 2 picked · head to head
GPT-4 Turbo vs Llama 3.1 70B Instruct
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
GPT-4 Turbo wins on 3/6 benchmarks
GPT-4 Turbo wins 3 of 6 shared benchmarks. Leads in knowledge · coding.
Category leads
knowledge·GPT-4 Turbomath·Llama 3.1 70B Instructcoding·GPT-4 Turbo
Hype vs Reality
Attention vs performance
GPT-4 Turbo
#88 by perf·no signal
Llama 3.1 70B Instruct
#152 by perf·no signal
Best value
Llama 3.1 70B Instruct
37.1x better value than GPT-4 Turbo
GPT-4 Turbo
2.5 pts/$
$20.00/M
Llama 3.1 70B Instruct
94.5 pts/$
$0.40/M
Vendor risk
Who is behind the model
OpenAI
$840.0B·Tier 1
Meta AI
$1.50T·Tier 1
Head to head
6 benchmarks · 2 models
GPT-4 TurboLlama 3.1 70B Instruct
CMMLU
GPT-4 Turbo leads by +6.6
GPT-4 Turbo
71.0
Llama 3.1 70B Instruct
64.4
GPQA diamond
Llama 3.1 70B Instruct leads by +18.1
Graduate-Level Google-Proof QA (Diamond set) · expert-crafted questions in physics, biology, and chemistry that are difficult even for domain PhDs.
GPT-4 Turbo
7.5
Llama 3.1 70B Instruct
25.6
MATH level 5
Llama 3.1 70B Instruct leads by +13.7
MATH Level 5 · the hardest tier of the MATH benchmark, featuring competition-level problems from AMC, AIME, and Olympiad-style mathematics.
GPT-4 Turbo
23.0
Llama 3.1 70B Instruct
36.7
MMLU
GPT-4 Turbo leads by +3.1
Massive Multitask Language Understanding · 57 subjects spanning STEM, humanities, social sciences, and more. The standard benchmark for broad knowledge.
GPT-4 Turbo
76.5
Llama 3.1 70B Instruct
73.5
OTIS Mock AIME 2024-2025
Llama 3.1 70B Instruct leads by +2.5
OTIS Mock AIME 2024–2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills.
GPT-4 Turbo
1.0
Llama 3.1 70B Instruct
3.5
WeirdML
GPT-4 Turbo leads by +3.5
WeirdML · tests models on unusual and adversarial machine learning tasks that require creative problem-solving beyond standard patterns.
GPT-4 Turbo
12.4
Llama 3.1 70B Instruct
9.0
Full benchmark table
| Benchmark | GPT-4 Turbo | Llama 3.1 70B Instruct |
|---|---|---|
CMMLU | 71.0 | 64.4 |
GPQA diamond Graduate-Level Google-Proof QA (Diamond set) · expert-crafted questions in physics, biology, and chemistry that are difficult even for domain PhDs. | 7.5 | 25.6 |
MATH level 5 MATH Level 5 · the hardest tier of the MATH benchmark, featuring competition-level problems from AMC, AIME, and Olympiad-style mathematics. | 23.0 | 36.7 |
MMLU Massive Multitask Language Understanding · 57 subjects spanning STEM, humanities, social sciences, and more. The standard benchmark for broad knowledge. | 76.5 | 73.5 |
OTIS Mock AIME 2024-2025 OTIS Mock AIME 2024–2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills. | 1.0 | 3.5 |
WeirdML WeirdML · tests models on unusual and adversarial machine learning tasks that require creative problem-solving beyond standard patterns. | 12.4 | 9.0 |
Pricing · per 1M tokens · projected $/mo at 10M tokens
| Model | Input | Output | Context | Projected $/mo |
|---|---|---|---|---|
| GPT-4 Turbo | $10.00 | $30.00 | 128K tokens (~64 books) | $150.00 |
| Llama 3.1 70B Instruct | $0.40 | $0.40 | 131K tokens (~66 books) | $4.00 |