Compare · ModelsLive · 2 picked · head to head
GPT-5.4 Nano vs Grok-2 (Dec 2024)
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
GPT-5.4 Nano wins on 5/5 benchmarks
GPT-5.4 Nano wins 5 of 5 shared benchmarks. Leads in general · math · knowledge.
Category leads
general·GPT-5.4 Nanomath·GPT-5.4 Nanoknowledge·GPT-5.4 Nanocoding·GPT-5.4 Nano
Hype vs Reality
Attention vs performance
GPT-5.4 Nano
#240 by perf·#10 by attention
Grok-2 (Dec 2024)
#236 by perf·no signal
Vendor risk
Who is behind the model
OpenAI
$840.0B·Tier 1
xAI
$250.0B·Tier 1
Head to head
5 benchmarks · 2 models
GPT-5.4 NanoGrok-2 (Dec 2024)
Dtbench
GPT-5.4 Nano leads by +25.1
GPT-5.4 Nano
67.1
Grok-2 (Dec 2024)
42.0
FrontierMath-2025-02-28-Private
GPT-5.4 Nano leads by +24.6
FrontierMath (Feb 2025) · original research-level math problems created by mathematicians, testing capabilities at the boundary of current AI mathematical reasoning.
GPT-5.4 Nano
25.9
Grok-2 (Dec 2024)
1.2
GPQA diamond
GPT-5.4 Nano leads by +32.9
Graduate-Level Google-Proof QA (Diamond set) · expert-crafted questions in physics, biology, and chemistry that are difficult even for domain PhDs.
GPT-5.4 Nano
71.3
Grok-2 (Dec 2024)
38.4
OTIS Mock AIME 2024-2025
GPT-5.4 Nano leads by +76.3
OTIS Mock AIME 2024-2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills.
GPT-5.4 Nano
87.8
Grok-2 (Dec 2024)
11.4
WeirdML
GPT-5.4 Nano leads by +27.0
WeirdML · tests models on unusual and adversarial machine learning tasks that require creative problem-solving beyond standard patterns.
GPT-5.4 Nano
49.2
Grok-2 (Dec 2024)
22.2
Full benchmark table
| Benchmark | GPT-5.4 Nano | Grok-2 (Dec 2024) |
|---|---|---|
Dtbench | 67.1 | 42.0 |
FrontierMath-2025-02-28-Private FrontierMath (Feb 2025) · original research-level math problems created by mathematicians, testing capabilities at the boundary of current AI mathematical reasoning. | 25.9 | 1.2 |
GPQA diamond Graduate-Level Google-Proof QA (Diamond set) · expert-crafted questions in physics, biology, and chemistry that are difficult even for domain PhDs. | 71.3 | 38.4 |
OTIS Mock AIME 2024-2025 OTIS Mock AIME 2024-2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills. | 87.8 | 11.4 |
WeirdML WeirdML · tests models on unusual and adversarial machine learning tasks that require creative problem-solving beyond standard patterns. | 49.2 | 22.2 |
Pricing · per 1M tokens · projected $/mo at 10M tokens
| Model | Input | Output | Context | Projected $/mo |
|---|---|---|---|---|
| $0.20 | $1.25 | 400K tokens (~200 books) | $4.63 | |
| — | — | — | — |