M
Moonshot AI
Kimi K3
- Model type
- Unknown
- Evidence state
- Supported evidence
- Published context
- 1,050,000
Kimi K3 vs
Ling 3.0 Flash Fin
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 3.0 Flash Fin
- Model type
- Proprietary
- Evidence state
- Source-only record
- 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: Kimi K3 has the larger published context window (1,050,000 tokens vs 262,000 tokens).
Shared metric view
A radar is shown only when at least four compatible supported score metrics are published.
Comparable metric detail
- AgenticKimi K3: 73.64 · Ling 3.0 Flash Fin: Unavailable
- CodingKimi K3: 78.58 · Ling 3.0 Flash Fin: Unavailable
- KnowledgeKimi K3: 83.8 · Ling 3.0 Flash Fin: Unavailable
- MultimodalGroundedKimi K3: 86.2 · Ling 3.0 Flash Fin: Unavailable
- OverallKimi K3: 80.61 · Ling 3.0 Flash Fin: Unavailable
Source metrics
Friendly metric names and published units stay visible. Missing measurements remain unavailable rather than becoming a score.
| Metric | Unit | Kimi K3 | Ling 3.0 Flash Fin |
|---|---|---|---|
| Agentic | score | 73.64 | Unavailable |
| Coding | score | 78.58 | Unavailable |
| Knowledge | score | 83.8 | Unavailable |
| MultimodalGrounded | score | 86.2 | Unavailable |
| Overall | score | 80.61 | Unavailable |
Agentic
- Unit
- score
- Kimi K3
- 73.64
- Ling 3.0 Flash Fin
- Unavailable
Coding
- Unit
- score
- Kimi K3
- 78.58
- Ling 3.0 Flash Fin
- Unavailable
Knowledge
- Unit
- score
- Kimi K3
- 83.8
- Ling 3.0 Flash Fin
- Unavailable
MultimodalGrounded
- Unit
- score
- Kimi K3
- 86.2
- Ling 3.0 Flash Fin
- Unavailable
Overall
- Unit
- score
- Kimi K3
- 80.61
- Ling 3.0 Flash Fin
- Unavailable
Pricing and context
Verification is shown beside each selected route. Missing facts remain Not verified.
| Field | Unit | Kimi K3 | Ling 3.0 Flash Fin |
|---|---|---|---|
| Input API price | USD / 1M tokens | $3 | Not verified |
| Cached input API price | USD / 1M tokens | $0.3 | Not verified |
| Output API price | USD / 1M tokens | $15 | Not verified |
| Route context | tokens | 1,050,000 | 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 K3
- $3
- Ling 3.0 Flash Fin
- Not verified
Cached input API price
- Unit
- USD / 1M tokens
- Kimi K3
- $0.3
- Ling 3.0 Flash Fin
- Not verified
Output API price
- Unit
- USD / 1M tokens
- Kimi K3
- $15
- Ling 3.0 Flash Fin
- Not verified
Route context
- Unit
- tokens
- Kimi K3
- 1,050,000
- Ling 3.0 Flash Fin
- Not verified
Input modalities
- Unit
- published list
- Kimi K3
- Not verified
- Ling 3.0 Flash Fin
- Not verified
Output modalities
- Unit
- published list
- Kimi K3
- Not verified
- Ling 3.0 Flash Fin
- 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 K3 — source benchlm · artifact models · model kimi-3
- Ling 3.0 Flash Fin — source benchlm · artifact models · model ling-3-0-flash-fin
- Selected price routes
- Kimi K3 — route benchlm:kimi-3 · source benchlm · provider moonshot-ai
- Ling 3.0 Flash Fin — Not published
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