The Known Good Updated 4 Sep 2026 Subscribe
gpt-5.5-pre-release vs MoonshotAI: Kimi K2.6 ·OpenAI vs Moonshot AI

gpt-5.5-pre-release vs MoonshotAI: Kimi K2.6 — head-to-head comparison

gpt-5.5-pre-release profile MoonshotAI: Kimi K2.6 profile All comparisons
gpt-5.5-pre-release — OpenAI
Quality
#1 of 65
97based on 3 of 7 evaluations
Known Good Index
Speed
unranked
Output tokens per second
Price
unranked
Blended per 1M tokens
Cache hit price
unranked
per 1M tokens
Context
unranked
tokens
MoonshotAI: Kimi K2.6 — Moonshot AI
Quality
#8 of 65
92based on 3 of 7 evaluations
Known Good Index
Speed
#154 of 338
52.1
Output tokens per second
Price
#290 of 442
$1.71
Blended per 1M tokens
In $0.95 · Out $4.00
Cache hit price
#211 of 324
$0.16
per 1M tokens (−83%)
Context
#264 of 476
262k
tokens (~400 pages)
Summary

On the Known Good Index, gpt-5.5-pre-release scores 97 and MoonshotAI: Kimi K2.6 scores 92 — a 5-point lead for gpt-5.5-pre-release. They share 3 published evaluations, with gpt-5.5-pre-release ahead on 3 and MoonshotAI: Kimi K2.6 ahead on 0.

Published pricing is tracked for MoonshotAI: Kimi K2.6 only, at $1.71 per 1M tokens blended.

gpt-5.5-pre-release is proprietary; MoonshotAI: Kimi K2.6 is open weights under Open weights (unrestricted). 23 tracked hosts serve one or both.

Generated from tracked data on 4 Sep 2026 · how these comparisons are computed →

At a glance
Metricgpt-5.5-pre-releaseMoonshotAI: Kimi K2.6
Known Good Index 97 based on 3 of 7 evaluations 92 based on 3 of 7 evaluations
Blended $/1M $1.71
Output tok/s 52
Context window 262k
Providers 0 23
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Quality

Known Good Index and the capability indices, side by side

Index scores

Each index is min-max normalised across tracked models and scaled 0–100 from published evaluations. We do not run these evaluations.

Metricgpt-5.5-pre-releaseMoonshotAI: Kimi K2.6
Known Good Index 97 92
Openness Index 5 60
The Known Good

Quality Breakdown

Every evaluation both models report a published score for

Evaluations both models report

Bar = gpt-5.5-pre-release · marker = MoonshotAI: Kimi K2.6 · scores ingested from Epoch AI (CC-BY 4.0)

GPQA Diamond94 / 91
Mock AIME 2024–25100 / 96
SWE-bench Verified81 / 77

Right-hand figures read gpt-5.5-pre-release / MoonshotAI: Kimi K2.6. gpt-5.5-pre-release leads on 3 of 3, MoonshotAI: Kimi K2.6 on 0.

The Known Good

Arena Elo

Human preference rating from blind pairwise votes

Arena ratings

Elo from blind pairwise votes, ingested from Arena. Higher is better.

Metricgpt-5.5-pre-releaseMoonshotAI: Kimi K2.6
Text Arena 1,455
Text Arena (style controlled) 1,461
The Known Good

Price & Cost

Published API pricing by token type

Published pricing

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

Metricgpt-5.5-pre-releaseMoonshotAI: Kimi K2.6
Input $/1M $0.95
Output $/1M $4.00
Blended $/1M $1.71
Cache read $/1M $0.160
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 accepted and maximum output emitted

Context and output limits

Provider-declared limits, from metadata via models.dev and OpenRouter. Higher is better.

Metricgpt-5.5-pre-releaseMoonshotAI: Kimi K2.6
Context window 262k
Max output tokens 236k
The Known Good

Speed & Latency

Mean throughput and time to first token across hosting providers, over successful measurements from the last 48 hours

Throughput and latency

Means across all tracked providers over successful measurements from the last 48 hours, derived from OpenRouter endpoint telemetry.

Metricgpt-5.5-pre-releaseMoonshotAI: Kimi K2.6
Output tokens/s 52
Time to first token 1.8s
The Known Good

Providers

Which hosts serve each model, and at what price and speed

23 hosts
Full provider benchmarks →
Provider gpt-5.5-pre-release blendedgpt-5.5-pre-release tok/s MoonshotAI: Kimi K2.6 blendedMoonshotAI: Kimi K2.6 tok/s
CoreWeave $1.34 140
Together $2.02 119
ModelRun $1.38 103
Parasail $1.44 78
Decart $1.00 65
Phala $1.97 57
DigitalOcean $1.71 41
Cloudflare $1.71 39
Fireworks $1.71 38
Inceptron $1.24 38
Sail Research $1.75 33
StreamLake $1.08 33
Novita $1.45 28
Baidu · first party $1.71 26
Moonshot AI · first party $1.71 26
Chutes $1.28 23
SiliconFlow $1.43 23
AtlasCloud $1.71 22
GMICloud $1.54 10
Crusoe $1.40 9
Venice $1.44 8
DeepInfra $1.44 7
BaseTen $1.71

Per-host pricing and telemetry from OpenRouter. A dash means that host does not serve that model.

The Known Good
Sources for this page
Pricing & providers — OpenRouter Metadata — models.dev Benchmarks — Epoch AI (CC-BY 4.0)Elo — Arena Full attribution →