The Known Good Updated 29 Jul 2026
Moonshot AI ·Open weights (unrestricted) ·Released June 2026·Tracked since 25 Jul 2026

MoonshotAI: Kimi K2.7 Code — quality, speed & price analysis

Compare with another model Provider benchmarks Data sources
Quality
unranked
Known Good Index
Speed
#109 of 317
61.3
Output tokens per second
Price
#234 of 370
$1.42
Blended per 1M tokens
In $0.73 · Out $3.50
Cache hit price
#154 of 238
$0.15
per 1M tokens (−79%)
Context
#200 of 375
262k
tokens (~400 pages)
Summary

MoonshotAI: Kimi K2.7 Code does not yet carry a Known Good Index score — the index needs at least one science, one mathematics and one coding result. It accepts text, image input, outputs text, and supports a 262k-token context window.

Pricing is $0.73 per 1M input tokens (below the $2.10 average) and $3.50 per 1M output (below the $9.62 average). Cached input reads at $0.15 per 1M, a 79% discount on its input price. At 61 tokens per second it sits in the upper middle of the tracked range.

Generated from tracked data on 29 Jul 2026 · how these comparisons are computed →

Technical specifications
ReasoningYes
Input modalitytext, image
Output modalitytext
Context window262,144 tokens
Max output262,144 tokens
WeightsOpen weights · Open weights (unrestricted)
Knowledge cutoffJanuary 2025
Tool callingYes
Providers13 hosts · compare →
Highlights — where MoonshotAI: Kimi K2.7 Code sits
Jump to section

Quality

How MoonshotAI: Kimi K2.7 Code compares against every tracked model

Known Good IndexCapability indices
Known Good Index

Composite of GPQA Diamond, Mock AIME 2024–25, MATH Level 5, SWE-bench Verified, LiveBench, Humanity's Last Exam and Terminal-Bench, normalised 0–100. Scores are ingested from Epoch AI; we do not run these evaluations.

💡 A lightbulb marks a model its provider publishes as a reasoning model
The Known Good

Quality Breakdown

MoonshotAI: Kimi K2.7 Code on each evaluation feeding the index, against the tracked average

Evaluation scores

Bar = MoonshotAI: Kimi K2.7 Code · grey marker = average across tracked models · scores ingested from Epoch AI

GPQA Diamond90 / 63
Mock AIME 2024–2596 / 53
The Known Good

Arena Elo

Human preference rating from blind pairwise votes

Arena Elo

Elo from blind pairwise votes, ingested from Arena

MoonshotAI: Kimi K2.7 Code does not currently appear in any arena we ingest.

The Known Good

Price & Cost

Published API pricing by token type

BlendedInput vs outputQuality per dollar
Blended Price

USD per 1M tokens at a 3:1 input:output blend. Live from OpenRouter, cross-checked against models.dev. Lower is better.

The Known Good
We publish blended price rather than cost-per-task. Cost-per-task requires token counts from an evaluation suite we do not run. Blended price is computed from published rates and is fully reproducible — see the pricing methodology.

Context Window

Maximum input tokens accepted

Context windowMax output tokens
Context Window

Maximum input context from provider metadata via models.dev and OpenRouter. Higher is better.

The Known Good

Speed

Median output throughput across hosting providers

Output speedBy provider

Latency

Time to first token, median across providers

Latency (TTFT)

Seconds to first streamed chunk, median across tracked providers. Derived from OpenRouter endpoint telemetry. Lower is better.

The Known Good

Providers

Hosts serving MoonshotAI: Kimi K2.7 Code, with their own price and speed

13 providers
Full provider benchmarks →
ProviderInput $/MOutput $/M BlendedSpeedTTFTContext
CoreWeave $0.71 $3.50 $1.41 141 0.7s 262k
Together $0.95 $4.00 $1.71 93 0.6s 262k
Moonshot AI · first party $0.95 $4.00 $1.71 90 2.3s 262k
Parasail $0.76 $3.50 $1.45 75 1.0s 262k
Cloudflare $0.95 $4.00 $1.71 74 0.6s 262k
Fireworks $0.95 $4.00 $1.71 65 1.3s 262k
Ambient $0.73 $3.50 $1.42 54 1.5s 262k
Venice $0.75 $3.50 $1.44 49 1.5s 256k
SiliconFlow $0.86 $3.80 $1.59 45 1.5s 262k
DeepInfra $0.74 $3.50 $1.43 43 0.9s 262k
AtlasCloud $0.95 $4.00 $1.71 40 0.9s 262k
Inceptron $0.72 $3.50 $1.42 37 1.4s 262k
Novita $0.91 $3.84 $1.64 2 1.1s 262k

Per-host pricing and telemetry from OpenRouter. Speed is output tokens per second; TTFT is time to first token.

The Known Good

History

How price and quality have moved since we began tracking this model

Quality & price over time

Since 25 Jul 2026

Known Good Index
Blended price $1.42 per 1M · observed 29 Jul 2026
Output speed 61 tok/s · observed 29 Jul 2026
Time to first token 1.4s

No recorded changes for this model since tracking began.

The Known Good

Comparisons

Head-to-head pages pairing MoonshotAI: Kimi K2.7 Code with other tracked models

Head-to-head pages are generated for the top 50 models by Known Good Index, which MoonshotAI: Kimi K2.7 Code is not currently in. Its nearest tracked models by index are below.

Browse all comparisons →
Sources for this page
Pricing & providers — OpenRouter Metadata — models.dev Benchmarks — Epoch AI (CC-BY 4.0) Full attribution →