M
Moonshot AI
Kimi K2.7 Code
- Model type
- Open Weight
- Evidence state
- Estimated evidence
- Published context
- 256,000
Kimi K2.7 Code vs
Ling 2.6 Flash
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.
I
InclusionAI
Ling 2.6 Flash
- Model type
- Open Weight
- Evidence state
- Estimated evidence
- Published context
- 262,000
Key implications
Insufficient shared-metric coverage. Each finding is tied to a published metric, price, context, or modality fact.
- Context window: Ling 2.6 Flash has the larger published context window (262,000 tokens vs 256,000 tokens).
Shared metric view
A radar is shown only when at least four compatible supported score metrics are published.
Comparable metric detail
- AgenticKimi K2.7 Code: 40.78 · Ling 2.6 Flash: 41.83
- CodingKimi K2.7 Code: 53.37 · Ling 2.6 Flash: 46.04
- InstructionFollowingKimi K2.7 Code: Unavailable · Ling 2.6 Flash: 48.2
- KnowledgeKimi K2.7 Code: Unavailable · Ling 2.6 Flash: 50.2
- OverallKimi K2.7 Code: 54.44 · Ling 2.6 Flash: 44.26
Source metrics
Friendly metric names and published units stay visible. Missing measurements remain unavailable rather than becoming a score.
| Metric | Unit | Kimi K2.7 Code | Ling 2.6 Flash |
|---|---|---|---|
| Agentic | score | 40.78 | 41.83 |
| Coding | score | 53.37 | 46.04 |
| InstructionFollowing | score | Unavailable | 48.2 |
| Knowledge | score | Unavailable | 50.2 |
| Overall | score | 54.44 | 44.26 |
Agentic
- Unit
- score
- Kimi K2.7 Code
- 40.78
- Ling 2.6 Flash
- 41.83
Coding
- Unit
- score
- Kimi K2.7 Code
- 53.37
- Ling 2.6 Flash
- 46.04
InstructionFollowing
- Unit
- score
- Kimi K2.7 Code
- Unavailable
- Ling 2.6 Flash
- 48.2
Knowledge
- Unit
- score
- Kimi K2.7 Code
- Unavailable
- Ling 2.6 Flash
- 50.2
Overall
- Unit
- score
- Kimi K2.7 Code
- 54.44
- Ling 2.6 Flash
- 44.26
Pricing and context
Verification is shown beside each selected route. Missing facts remain Not verified.
| Field | Unit | Kimi K2.7 Code | Ling 2.6 Flash |
|---|---|---|---|
| Input API price | USD / 1M tokens | $0.95 | Not verified |
| Output API price | USD / 1M tokens | $4 | Not verified |
| Route context | tokens | 256,000 | Not verified |
| Input modalities | published list | Not verified | Not verified |
| Output modalities | published list | Not verified | Not verified |
Input API price
- Unit
- USD / 1M tokens
- Kimi K2.7 Code
- $0.95
- Ling 2.6 Flash
- Not verified
Output API price
- Unit
- USD / 1M tokens
- Kimi K2.7 Code
- $4
- Ling 2.6 Flash
- Not verified
Route context
- Unit
- tokens
- Kimi K2.7 Code
- 256,000
- Ling 2.6 Flash
- Not verified
Input modalities
- Unit
- published list
- Kimi K2.7 Code
- Not verified
- Ling 2.6 Flash
- Not verified
Output modalities
- Unit
- published list
- Kimi K2.7 Code
- Not verified
- Ling 2.6 Flash
- 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
- Kimi K2.7 Code — source benchlm · artifact models · model kimi-k2-7-code
- Ling 2.6 Flash — source benchlm · artifact models · model ling-2-6-flash
- Selected price routes
- Kimi K2.7 Code — route benchlm:kimi-k2-7-code · source benchlm · provider moonshot-ai
- Ling 2.6 Flash — Not published
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