This model is deprecated. We still benchmark its performance, but less often: every 18 hours instead of every 6.

Kimi has launched a newer release, Kimi K3. We suggest considering it instead.

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Kimi K2.6
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Open weights model

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Released April 2026

Kimi K2.6 (Reasoning) API Provider Benchmarking & Analysis

Model Comparison

This analysis is intended to support you in choosing the best API provider of Kimi K2.6 (Reasoning) for your use-case.

Lowest Time per Task

Time per Intelligence Index task (minutes)

Total 10 providers

Lowest Cost per Task

Cost per Intelligence Index task

Total 10 providers

Kimi K2.6 is available through 10 API providers, each offering different performance characteristics and pricing. Below is a comparison of the key metrics across providers.

    Inference time (minutes) per Intelligence Index task · Lower is better
    No data available
    Weighted average cost (USD) per Intelligence Index task · Lower is better
    No data available

    Pricing

    Cost per Intelligence Index Task: Kimi K2.6 (Reasoning)

    Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better
    No data available

    Pricing: Cache Hit, Input, and Output: Kimi K2.6 (Reasoning)

    Price (USD per M Tokens) · Lower is better

    Output Speed vs. Cost per Task: Kimi K2.6 (Reasoning)

    Output speed: output tokens divided by total request time, including time to first token · Weighted average cost (USD) per Intelligence Index task
    Most attractive quadrant
    No data available

    Speed

    Average of the single-request and multi-turn agentic workloads measured

    Output Speed: Kimi K2.6 (Reasoning)

    Output tokens divided by total request time · Includes time to first token · Average of the single-request and multi-turn agentic workloads measured · Higher is better

    Latency

    Average of the single-request and multi-turn agentic workloads measured

    Time to First Answer Token: Kimi K2.6 (Reasoning)

    Seconds until the first answer token after any reasoning · Average of the single-request and multi-turn agentic workloads measured · Lower is better

    Reliability

    Share of requests the endpoint failed, across all the single-request and multi-turn agentic workloads measured

    Endpoint Error Rate: Kimi K2.6 (Reasoning)

    Share of requests the endpoint failed with an error, a rate limit or a timeout · Across all the single-request and multi-turn agentic workloads measured · Lower is better

    Caching

    Cache Hit Rate: Kimi K2.6 (Reasoning)

    Median across multi-turn agentic session runs in the last four weeks, updated Oct 26, 2026 · Higher is better

    Cost per Task vs. Cache Hit Rate: Kimi K2.6 (Reasoning)

    Weighted average cost (USD) per Intelligence Index task · Cache hit rate: median of the last four weeks, updated Oct 26, 2026
    Most attractive quadrant
    No data available

    Key Comparison Metrics & API Features

    Baseten logoBaseten
    --
    --
    --
    --
    262k
    Open
    CoreWeave logoCoreWeave
    --
    --
    26.50
    0.0%
    262k
    Open
    DeepInfra logoDeepInfra
    --
    --
    190.57
    4.2%
    262k
    Open
    Fireworks logoFireworks
    --
    --
    --
    --
    262k
    Open
    GMI logoGMI
    --
    --
    --
    --
    262k
    Open
    Kimi logoKimi
    --
    --
    76.93
    0.0%
    256k
    Open
    Microsoft Azure logoMicrosoft Azure
    --
    --
    17.90
    0.0%
    262k
    Open
    Novita logoNovita
    --
    --
    63.26
    0.0%
    262k
    Open
    Parasail logoParasail
    --
    --
    22.89
    15.4%
    262k
    Open
    SiliconFlow logoSiliconFlow
    --
    --
    84.46
    0.0%
    262k
    Open

    Frequently Asked Questions

    Common questions about Kimi K2.6 (Reasoning) providers