Compare · ModelsLive · 2 picked · head to head
Gemini 3.7 Flash vs GLM 5.2
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
Gemini 3.7 Flash wins on 15/15 benchmarks
Gemini 3.7 Flash wins 15 of 15 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·Gemini 3.7 Flash
Hype vs Reality
Attention vs performance
Gemini 3.7 Flash
#59 by perf·#10 by attention
GLM 5.2
#75 by perf·#3 by attention
Best value
Gemini 3.7 Flash
1.6x better value than GLM 5.2
Gemini 3.7 Flash
25.9 pts/$
$2.25/M
GLM 5.2
16.5 pts/$
$3.40/M
Vendor risk
Who is behind the model
Google DeepMind
$3.53T·Tier 1
z-ai
private · undisclosed
Head to head
15 benchmarks · 2 models
Gemini 3.7 FlashGLM 5.2
APEX-Agents
Gemini 3.7 Flash leads by +22.6
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
GLM 5.2
45.2
ARC-AGI
Gemini 3.7 Flash leads by +18.5
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
GLM 5.2
77.0
ARC-AGI-2
Gemini 3.7 Flash leads by +61.8
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
GLM 5.2
22.8
Chess Puzzles
Gemini 3.7 Flash leads by +46.3
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
GLM 5.2
17.9
Deepswe
Gemini 3.7 Flash leads by +21.7
Gemini 3.7 Flash
65.5
GLM 5.2
43.8
Dtbench
Gemini 3.7 Flash leads by +5.3
Gemini 3.7 Flash
94.7
GLM 5.2
89.3
Frontiercode
Gemini 3.7 Flash leads by +19.1
Gemini 3.7 Flash
43.6
GLM 5.2
24.5
FrontierMath-Tier-4-v2-Private
Gemini 3.7 Flash leads by +7.3
Gemini 3.7 Flash
36.6
GLM 5.2
29.3
FrontierMath-Tiers-1-3-v2-Private
Gemini 3.7 Flash leads by +13.0
Gemini 3.7 Flash
75.3
GLM 5.2
62.3
GPQA diamond
Gemini 3.7 Flash leads by +4.1
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
GLM 5.2
92.9
Lmca
Gemini 3.7 Flash leads by +5.4
Gemini 3.7 Flash
59.3
GLM 5.2
53.9
Mystery Game Puzzles
Gemini 3.7 Flash leads by +19.8
Gemini 3.7 Flash
30.6
GLM 5.2
10.8
OTIS Mock AIME 2024-2025
Gemini 3.7 Flash leads by +10.8
OTIS Mock AIME 2024-2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills.
Gemini 3.7 Flash
97.2
GLM 5.2
86.4
Proofbench
Gemini 3.7 Flash leads by +23.0
Gemini 3.7 Flash
58.0
GLM 5.2
35.0
SimpleQA Verified
Gemini 3.7 Flash leads by +35.0
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
GLM 5.2
34.2
Full benchmark table
| Benchmark | Gemini 3.7 Flash | GLM 5.2 |
|---|---|---|
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 | 45.2 |
ARC-AGI ARC-AGI · the original Abstraction and Reasoning Corpus, testing whether AI can solve novel visual pattern recognition tasks without memorization. | 95.5 | 77.0 |
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 | 22.8 |
Chess Puzzles Chess Puzzles · tests strategic and tactical reasoning by having models solve chess puzzle positions, evaluating lookahead and pattern recognition abilities. | 64.2 | 17.9 |
Deepswe | 65.5 | 43.8 |
Dtbench | 94.7 | 89.3 |
Frontiercode | 43.6 | 24.5 |
FrontierMath-Tier-4-v2-Private | 36.6 | 29.3 |
FrontierMath-Tiers-1-3-v2-Private | 75.3 | 62.3 |
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 | 92.9 |
Lmca | 59.3 | 53.9 |
Mystery Game Puzzles | 30.6 | 10.8 |
OTIS Mock AIME 2024-2025 OTIS Mock AIME 2024-2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills. | 97.2 | 86.4 |
Proofbench | 58.0 | 35.0 |
SimpleQA Verified SimpleQA Verified · short factual questions with verified answers, measuring factual accuracy and the tendency to hallucinate or provide incorrect information. | 69.2 | 34.2 |
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 | |
| $0.01 | $6.80 | 1.0M tokens (~524 books) | $17.05 |