Compare · ModelsLive · 2 picked · head to head
Gemini 3.1 Pro Preview vs Qwen3.7 Plus
Side by side · benchmarks, pricing, and signals you can act on.
Winner summary
Gemini 3.1 Pro Preview wins on 20/21 benchmarks
Gemini 3.1 Pro Preview wins 20 of 21 shared benchmarks. Leads in speed · arena · knowledge.
Category leads
speed·Gemini 3.1 Pro Previewarena·Gemini 3.1 Pro Previewknowledge·Gemini 3.1 Pro Previewgeneral·Gemini 3.1 Pro Previewmath·Gemini 3.1 Pro Preview
Hype vs Reality
Attention vs performance
Gemini 3.1 Pro Preview
#137 by perf·#5 by attention
Qwen3.7 Plus
#183 by perf·#2 by attention
Best value
Qwen3.7 Plus
7.5x better value than Gemini 3.1 Pro Preview
Gemini 3.1 Pro Preview
6.9 pts/$
$7.00/M
Qwen3.7 Plus
51.5 pts/$
$0.80/M
Vendor risk
Who is behind the model
Google DeepMind
$4.20T·Tier 1
Alibaba (Qwen)
$293.0B·Tier 1
Head to head
21 benchmarks · 2 models
Gemini 3.1 Pro PreviewQwen3.7 Plus
Artificial Analysis · Agentic Index
Gemini 3.1 Pro Preview leads by +0.6
Artificial Analysis Agentic Index · a composite score measuring how well a model performs in agentic workflows · multi-step tool use, planning, error recovery, and autonomous task completion. Aggregates results from multiple agentic benchmarks including SWE-bench, tool-use tests, and planning evaluations. The canonical single-number metric for "how good is this model as an agent?"
Gemini 3.1 Pro Preview
21.4
Qwen3.7 Plus
20.8
Artificial Analysis · Coding Index
Gemini 3.1 Pro Preview leads by +13.0
Artificial Analysis Coding Index · a composite score that aggregates performance across multiple coding benchmarks into a single index. Tracks code generation quality, debugging ability, multi-language competence, and real-world software engineering tasks. Used by Artificial Analysis to rank model coding capability in a normalized, comparable format. Useful for developers choosing between models for coding-heavy workloads.
Gemini 3.1 Pro Preview
68.8
Qwen3.7 Plus
55.9
Artificial Analysis · CritPt
Gemini 3.1 Pro Preview leads by +8.6
Gemini 3.1 Pro Preview
17.7
Qwen3.7 Plus
9.1
Artificial Analysis · GDPval
Gemini 3.1 Pro Preview leads by +1.0
Gemini 3.1 Pro Preview
13.8
Qwen3.7 Plus
12.8
Artificial Analysis · GPQA Diamond
Gemini 3.1 Pro Preview leads by +4.1
Gemini 3.1 Pro Preview
94.1
Qwen3.7 Plus
90.0
Artificial Analysis · Humanity's Last Exam
Gemini 3.1 Pro Preview leads by +11.4
Gemini 3.1 Pro Preview
47.0
Qwen3.7 Plus
35.6
Artificial Analysis · IFBench
Qwen3.7 Plus leads by +0.9
Gemini 3.1 Pro Preview
77.1
Qwen3.7 Plus
78.0
Artificial Analysis · Long Context Reasoning
Gemini 3.1 Pro Preview leads by +9.0
Gemini 3.1 Pro Preview
82.0
Qwen3.7 Plus
73.0
Artificial Analysis · MMMU Pro
Gemini 3.1 Pro Preview leads by +1.9
Gemini 3.1 Pro Preview
82.4
Qwen3.7 Plus
80.5
Artificial Analysis · Quality Index
Gemini 3.1 Pro Preview leads by +4.6
Gemini 3.1 Pro Preview
29.7
Qwen3.7 Plus
25.2
Artificial Analysis · SciCode
Gemini 3.1 Pro Preview leads by +12.6
Gemini 3.1 Pro Preview
58.7
Qwen3.7 Plus
46.1
Artificial Analysis · tau2-Bench Telecom
Gemini 3.1 Pro Preview leads by +2.6
Gemini 3.1 Pro Preview
95.6
Qwen3.7 Plus
93.0
Artificial Analysis · Terminal-Bench Hard
Gemini 3.1 Pro Preview leads by +6.8
Gemini 3.1 Pro Preview
53.8
Qwen3.7 Plus
47.0
Chatbot Arena Elo · Overall
Gemini 3.1 Pro Preview leads by +31.2
Gemini 3.1 Pro Preview
1487.0
Qwen3.7 Plus
1455.8
Chess Puzzles
Gemini 3.1 Pro Preview leads by +32.6
Chess Puzzles · tests strategic and tactical reasoning by having models solve chess puzzle positions, evaluating lookahead and pattern recognition abilities.
Gemini 3.1 Pro Preview
52.6
Qwen3.7 Plus
20.0
Dtbench
Gemini 3.1 Pro Preview leads by +21.8
Gemini 3.1 Pro Preview
95.1
Qwen3.7 Plus
73.3
FrontierMath-Tiers-1-3-v2-Private
Gemini 3.1 Pro Preview leads by +25.3
Gemini 3.1 Pro Preview
59.6
Qwen3.7 Plus
34.4
GPQA diamond
Gemini 3.1 Pro Preview leads by +8.8
Graduate-Level Google-Proof QA (Diamond set) · expert-crafted questions in physics, biology, and chemistry that are difficult even for domain PhDs.
Gemini 3.1 Pro Preview
92.6
Qwen3.7 Plus
83.8
Lmca
Gemini 3.1 Pro Preview leads by +19.1
Gemini 3.1 Pro Preview
63.3
Qwen3.7 Plus
44.2
Mystery Game Puzzles
Gemini 3.1 Pro Preview leads by +18.7
Gemini 3.1 Pro Preview
27.3
Qwen3.7 Plus
8.6
OTIS Mock AIME 2024-2025
Gemini 3.1 Pro Preview leads by +2.3
OTIS Mock AIME 2024-2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills.
Gemini 3.1 Pro Preview
95.6
Qwen3.7 Plus
93.3
Full benchmark table
| Benchmark | Gemini 3.1 Pro Preview | Qwen3.7 Plus |
|---|---|---|
Artificial Analysis · Agentic Index Artificial Analysis Agentic Index · a composite score measuring how well a model performs in agentic workflows · multi-step tool use, planning, error recovery, and autonomous task completion. Aggregates results from multiple agentic benchmarks including SWE-bench, tool-use tests, and planning evaluations. The canonical single-number metric for "how good is this model as an agent?" | 21.4 | 20.8 |
Artificial Analysis · Coding Index Artificial Analysis Coding Index · a composite score that aggregates performance across multiple coding benchmarks into a single index. Tracks code generation quality, debugging ability, multi-language competence, and real-world software engineering tasks. Used by Artificial Analysis to rank model coding capability in a normalized, comparable format. Useful for developers choosing between models for coding-heavy workloads. | 68.8 | 55.9 |
Artificial Analysis · CritPt | 17.7 | 9.1 |
Artificial Analysis · GDPval | 13.8 | 12.8 |
Artificial Analysis · GPQA Diamond | 94.1 | 90.0 |
Artificial Analysis · Humanity's Last Exam | 47.0 | 35.6 |
Artificial Analysis · IFBench | 77.1 | 78.0 |
Artificial Analysis · Long Context Reasoning | 82.0 | 73.0 |
Artificial Analysis · MMMU Pro | 82.4 | 80.5 |
Artificial Analysis · Quality Index | 29.7 | 25.2 |
Artificial Analysis · SciCode | 58.7 | 46.1 |
Artificial Analysis · tau2-Bench Telecom | 95.6 | 93.0 |
Artificial Analysis · Terminal-Bench Hard | 53.8 | 47.0 |
Chatbot Arena Elo · Overall | 1487.0 | 1455.8 |
Chess Puzzles Chess Puzzles · tests strategic and tactical reasoning by having models solve chess puzzle positions, evaluating lookahead and pattern recognition abilities. | 52.6 | 20.0 |
Dtbench | 95.1 | 73.3 |
FrontierMath-Tiers-1-3-v2-Private | 59.6 | 34.4 |
GPQA diamond Graduate-Level Google-Proof QA (Diamond set) · expert-crafted questions in physics, biology, and chemistry that are difficult even for domain PhDs. | 92.6 | 83.8 |
Lmca | 63.3 | 44.2 |
Mystery Game Puzzles | 27.3 | 8.6 |
OTIS Mock AIME 2024-2025 OTIS Mock AIME 2024-2025 · simulated American Invitational Mathematics Examination problems testing advanced problem-solving skills. | 95.6 | 93.3 |
Pricing · per 1M tokens · projected $/mo at 10M tokens
| Model | Input | Output | Context | Projected $/mo |
|---|---|---|---|---|
| $2.00 | $12.00 | 1.0M tokens (~524 books) | $45.00 | |
| $0.32 | $1.28 | 1.0M tokens (~500 books) | $5.60 |