Compare · ModelsLive · 2 picked · head to head
Gemini 3.7 Flash vs GPT-5.4
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
Gemini 3.7 Flash wins on 11/16 benchmarks
Gemini 3.7 Flash wins 11 of 16 shared benchmarks. Leads in agentic · reasoning · knowledge.
Category leads
agentic·Gemini 3.7 Flashreasoning·Gemini 3.7 Flashknowledge·Gemini 3.7 Flashcoding·Gemini 3.7 Flashgeneral·Gemini 3.7 Flashmath·GPT-5.4
Hype vs Reality
Attention vs performance
Gemini 3.7 Flash
#59 by perf·#10 by attention
GPT-5.4
#114 by perf·#9 by attention
Best value
Gemini 3.7 Flash
4.3x better value than GPT-5.4
Gemini 3.7 Flash
25.9 pts/$
$2.25/M
GPT-5.4
6.0 pts/$
$8.75/M
Vendor risk
Who is behind the model
Google DeepMind
$3.53T·Tier 1
OpenAI
$840.0B·Tier 1
Head to head
16 benchmarks · 2 models
Gemini 3.7 FlashGPT-5.4
APEX-Agents
Gemini 3.7 Flash leads by +15.4
APEX-Agents · evaluates AI agents on complex, multi-step tasks requiring planning, tool use, and autonomous decision-making in realistic environments.
Gemini 3.7 Flash
67.8
GPT-5.4
52.4
ARC-AGI
Gemini 3.7 Flash leads by +1.8
ARC-AGI · the original Abstraction and Reasoning Corpus, testing whether AI can solve novel visual pattern recognition tasks without memorization.
Gemini 3.7 Flash
95.5
GPT-5.4
93.7
ARC-AGI-2
Gemini 3.7 Flash leads by +10.6
ARC-AGI-2 · the second iteration of the Abstraction and Reasoning Corpus, testing novel pattern recognition and abstract reasoning without prior training data.
Gemini 3.7 Flash
84.6
GPT-5.4
74.0
Chess Puzzles
Gemini 3.7 Flash leads by +18.9
Chess Puzzles · tests strategic and tactical reasoning by having models solve chess puzzle positions, evaluating lookahead and pattern recognition abilities.
Gemini 3.7 Flash
64.2
GPT-5.4
45.3
Deepswe
Gemini 3.7 Flash leads by +13.7
Gemini 3.7 Flash
65.5
GPT-5.4
51.8
Dtbench
Gemini 3.7 Flash leads by +4.0
Gemini 3.7 Flash
94.7
GPT-5.4
90.7
FrontierMath-Tier-4-v2-Private
GPT-5.4 leads by +12.4
Gemini 3.7 Flash
36.6
GPT-5.4
49.0
FrontierMath-Tiers-1-3-v2-Private
GPT-5.4 leads by +7.4
Gemini 3.7 Flash
75.3
GPT-5.4
82.7
Furniture Assembly
GPT-5.4 leads by +10.7
Gemini 3.7 Flash
0.0
GPT-5.4
10.7
GPQA diamond
Gemini 3.7 Flash leads by +2.1
Graduate-Level Google-Proof QA (Diamond set) · expert-crafted questions in physics, biology, and chemistry that are difficult even for domain PhDs.
Gemini 3.7 Flash
97.0
GPT-5.4
94.9
Lmca
GPT-5.4 leads by +1.9
Gemini 3.7 Flash
59.3
GPT-5.4
61.1
Mirrorcode
Gemini 3.7 Flash leads by +25.5
Gemini 3.7 Flash
41.1
GPT-5.4
15.6
Mystery Game Puzzles
Gemini 3.7 Flash
30.6
GPT-5.4
30.6
OTIS Mock AIME 2024-2025
GPT-5.4 leads by +0.6
OTIS Mock AIME 2024-2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills.
Gemini 3.7 Flash
97.2
GPT-5.4
97.8
Proofbench
Gemini 3.7 Flash leads by +2.0
Gemini 3.7 Flash
58.0
GPT-5.4
56.0
SimpleQA Verified
Gemini 3.7 Flash leads by +24.1
SimpleQA Verified · short factual questions with verified answers, measuring factual accuracy and the tendency to hallucinate or provide incorrect information.
Gemini 3.7 Flash
69.2
GPT-5.4
45.1
Full benchmark table
| Benchmark | Gemini 3.7 Flash | GPT-5.4 |
|---|---|---|
APEX-Agents APEX-Agents · evaluates AI agents on complex, multi-step tasks requiring planning, tool use, and autonomous decision-making in realistic environments. | 67.8 | 52.4 |
ARC-AGI ARC-AGI · the original Abstraction and Reasoning Corpus, testing whether AI can solve novel visual pattern recognition tasks without memorization. | 95.5 | 93.7 |
ARC-AGI-2 ARC-AGI-2 · the second iteration of the Abstraction and Reasoning Corpus, testing novel pattern recognition and abstract reasoning without prior training data. | 84.6 | 74.0 |
Chess Puzzles Chess Puzzles · tests strategic and tactical reasoning by having models solve chess puzzle positions, evaluating lookahead and pattern recognition abilities. | 64.2 | 45.3 |
Deepswe | 65.5 | 51.8 |
Dtbench | 94.7 | 90.7 |
FrontierMath-Tier-4-v2-Private | 36.6 | 49.0 |
FrontierMath-Tiers-1-3-v2-Private | 75.3 | 82.7 |
Furniture Assembly | 0.0 | 10.7 |
GPQA diamond Graduate-Level Google-Proof QA (Diamond set) · expert-crafted questions in physics, biology, and chemistry that are difficult even for domain PhDs. | 97.0 | 94.9 |
Lmca | 59.3 | 61.1 |
Mirrorcode | 41.1 | 15.6 |
Mystery Game Puzzles | 30.6 | 30.6 |
OTIS Mock AIME 2024-2025 OTIS Mock AIME 2024-2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills. | 97.2 | 97.8 |
Proofbench | 58.0 | 56.0 |
SimpleQA Verified SimpleQA Verified · short factual questions with verified answers, measuring factual accuracy and the tendency to hallucinate or provide incorrect information. | 69.2 | 45.1 |
Pricing · per 1M tokens · projected $/mo at 10M tokens
| Model | Input | Output | Context | Projected $/mo |
|---|---|---|---|---|
| $0.75 | $3.75 | 1.0M tokens (~524 books) | $15.00 | |
| $2.50 | $15.00 | 1.1M tokens (~525 books) | $56.25 |