GGoogle
Gemini 3.1 Pro
- Model type
- Proprietary
- Evidence state
- Estimated evidence
- Published context
- 1,000,000
Gemini 3.1 Pro vs
Kimi K3
Read the published evidence, route context, and missing facts before making a local decision. This page does not name a universal winner.
Models in this comparison
Provider identity and evidence state stay balanced across the pair.
M
Moonshot AI
Kimi K3
- Model type
- Unknown
- Evidence state
- Supported evidence
- Published context
- 1,050,000
Key implications
Insufficient shared-metric coverage. Each finding is tied to a published metric, price, context, or modality fact.
- Input API price: Gemini 3.1 Pro has the lower verified rate ($2 / 1M tokens vs $3 / 1M tokens).
- Output API price: Gemini 3.1 Pro has the lower verified rate ($12 / 1M tokens vs $15 / 1M tokens).
- Context window: Kimi K3 has the larger published context window (1,050,000 tokens vs 1,000,000 tokens).
Shared metric view
A radar is shown only when at least four compatible supported score metrics are published.
Comparable metric detail
- AgenticGemini 3.1 Pro: 33.84 · Kimi K3: 73.64
- CodingGemini 3.1 Pro: 49.3 · Kimi K3: 78.58
- KnowledgeGemini 3.1 Pro: 66.7 · Kimi K3: 83.8
- MathGemini 3.1 Pro: 55.1 · Kimi K3: Unavailable
- MultimodalGroundedGemini 3.1 Pro: 76.8 · Kimi K3: 86.2
- ReasoningGemini 3.1 Pro: 72.4 · Kimi K3: Unavailable
- OverallGemini 3.1 Pro: 56.25 · Kimi K3: 80.61
Source metrics
Friendly metric names and published units stay visible. Missing measurements remain unavailable rather than becoming a score.
| Metric | Unit | Gemini 3.1 Pro | Kimi K3 |
|---|---|---|---|
| Agentic | score | 33.84 | 73.64 |
| Coding | score | 49.3 | 78.58 |
| Knowledge | score | 66.7 | 83.8 |
| Math | score | 55.1 | Unavailable |
| MultimodalGrounded | score | 76.8 | 86.2 |
| Reasoning | score | 72.4 | Unavailable |
| Overall | score | 56.25 | 80.61 |
Agentic
- Unit
- score
- Gemini 3.1 Pro
- 33.84
- Kimi K3
- 73.64
Coding
- Unit
- score
- Gemini 3.1 Pro
- 49.3
- Kimi K3
- 78.58
Knowledge
- Unit
- score
- Gemini 3.1 Pro
- 66.7
- Kimi K3
- 83.8
Math
- Unit
- score
- Gemini 3.1 Pro
- 55.1
- Kimi K3
- Unavailable
MultimodalGrounded
- Unit
- score
- Gemini 3.1 Pro
- 76.8
- Kimi K3
- 86.2
Reasoning
- Unit
- score
- Gemini 3.1 Pro
- 72.4
- Kimi K3
- Unavailable
Overall
- Unit
- score
- Gemini 3.1 Pro
- 56.25
- Kimi K3
- 80.61
Pricing and context
Verification is shown beside each selected route. Missing facts remain Not verified.
| Field | Unit | Gemini 3.1 Pro | Kimi K3 |
|---|---|---|---|
| Input API price | USD / 1M tokens | $2 | $3 |
| Cached input API price | USD / 1M tokens | $0.2 | $0.3 |
| Output API price | USD / 1M tokens | $12 | $15 |
| Route context | tokens | 1,000,000 | 1,050,000 |
| Input modalities | published list | Not verified | Not verified |
| Output modalities | published list | Not verified | Not verified |
Input API price
- Unit
- USD / 1M tokens
- Gemini 3.1 Pro
- $2
- Kimi K3
- $3
Cached input API price
- Unit
- USD / 1M tokens
- Gemini 3.1 Pro
- $0.2
- Kimi K3
- $0.3
Output API price
- Unit
- USD / 1M tokens
- Gemini 3.1 Pro
- $12
- Kimi K3
- $15
Route context
- Unit
- tokens
- Gemini 3.1 Pro
- 1,000,000
- Kimi K3
- 1,050,000
Input modalities
- Unit
- published list
- Gemini 3.1 Pro
- Not verified
- Kimi K3
- Not verified
Output modalities
- Unit
- published list
- Gemini 3.1 Pro
- Not verified
- Kimi K3
- Not verified
Evidence provenance
Source records, route identity, timestamps, and methodology are consolidated here without declaring either model a winner.
- Publication time
- Aug 30, 2026, 2:15 AM UTC
- Freshness
- Stale — Published weekly benchmark evidence has not refreshed within 8 days.
- Methodology
- benchlm: benchlm_raw_composite
- Model records
- Gemini 3.1 Pro — source benchlm · artifact models · model gemini-3-1-pro
- Kimi K3 — source benchlm · artifact models · model kimi-3
- Selected price routes
- Gemini 3.1 Pro — route benchlm:gemini-3-1-pro · source benchlm · provider google
- Kimi K3 — route benchlm:kimi-3 · source benchlm · provider moonshot-ai
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