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  3. Kimi K3 vs Mistral: Mixtral 8x22B Instruct

Pairwise benchmark snapshot · Aug 16, 2026noindex (thin pair)

Kimi K3 vs Mistral: Mixtral 8x22B Instruct benchmark

This page compares Kimi K3 (Moonshot) and Mistral: Mixtral 8x22B Instruct (Mistral) using the latest snapshots we have as of Aug 16, 2026. Mistral: Mixtral 8x22B Instruct wins on output price at $6/1M. Kimi K3 has the larger context window (1M tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.

Quick answer

Kimi K3 vs Mistral: Mixtral 8x22B Instruct is a dated snapshot, not a lab score. Mistral: Mixtral 8x22B Instruct is the cheaper output token. Elo is crowd preference, not an exam. Pick the column that matches the job.
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Moonshot

Kimi K3

Moonshot AI frontier flagship reasoning and agent swarm model with 256k context and top-tier SWE-bench coding capability.

Elo 1,528$15/1M out

Mistral

Mistral: Mixtral 8x22B Instruct

Auto-discovered from OpenRouter (mistralai/mixtral-8x22b-instruct). Preview until a second source matches.

$6/1M out

Swap or Add Any Model to this Matchup

Instant pairwise benchmark recalculation across 400+ LLMs

Model A
Model B
Quick vs:vs Claude Opus 4.5vs Claude Opus 4.6vs Claude Sonnet 4.5vs Claude 3.7 Sonnet

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Kimi K3 (8)vsMistral: Mixtral 8x22B Instruct (2)
Kimi K3: 8W (80%)Overall: Kimi K3Mistral: Mixtral 8x22B Instruct: 2W (20%)
← Kimi K3Mistral: Mixtral 8x22B Instruct →
Kimi K3 (5/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Preference Elo
1,528vs—
Coding Elo
1,535vs—
SWE-bench
73.8%vs—
LiveBench
69.5%vs—
GPQA Diamond
88.4%vs—
Kimi K3: 5WMistral: Mixtral 8x22B Instruct: 0W
Kimi K3 (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
68 tok/svs—
Time to first token
290 msvs—
Kimi K3: 2WMistral: Mixtral 8x22B Instruct: 0W
Mistral: Mixtral 8x22B Instruct (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$15/1Mvs$6/1M
Input price
$3/1Mvs$2/1M
Context window
1Mvs66k
Kimi K3: 1WMistral: Mixtral 8x22B Instruct: 2W
Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect
Percentile 0–100
Dimensional AdvantageKimi K3 5/6
Preference Elo

No shared data

No shared data

Throughput Speed

No shared data

No shared data

Price Efficiency

Mistral: Mixtral 8x22B Instruct

$9.00/1M cheaper

Full Benchmark Score Matrix

—
Elo
High is better
1,528
EloHigh is better
—
Code Elo
High is better
1,535
Code EloHigh is better
—
LiveBench
High is better
69.5%
LiveBenchHigh is better
—
SWE-bench
High is better
73.8%
SWE-benchHigh is better
—
GPQA
High is better
88.4%
GPQAHigh is better
—
TTFT
Low is better
290 ms
TTFTLow is better
—
Speed
High is better
68 tok/s
SpeedHigh is better
—
In $
Low is better
$3/1M
In $Low is better
$2/1M+50%
Out $
Low is better
$15/1M
Out $Low is better
$6/1M+150%
Context
High is better
+1500%1M
ContextHigh is better
66k
Interactive Simulator

Workload Cost & Savings Calculator

Simulate monthly production API costs based on published $/1M tokens.

Save up to 52% with Mistral: Mixtral 8x22B Instruct
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Kimi K3$330.00 / mo
In: $105.00Out: $225.00
Mistral: Mixtral 8x22B Instruct$160.00 / mo
In: $70.00Out: $90.00
Estimated Cost Delta

Mistral: Mixtral 8x22B Instruct is estimated to save $170.00/month ($2,040/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Mistral: Mixtral 8x22B Instruct:Pick Mistral: Mixtral 8x22B Instruct when you are optimizing output cost.
  • 2
    Kimi K3:Pick Kimi K3 for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatMistral: Mixtral 8x22B Instruct

Lower output list price ($6/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGKimi K3

Larger window (1M).

Screenshots / visionKimi K3

Kimi K3 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatMistral: Mixtral 8x22B InstructLower output list price ($6/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGKimi K3Larger window (1M).
Screenshots / visionKimi K3Kimi K3 is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchJun 8, 2026

Kimi K3: Moonshot’s long-context open-weight competitive row

Jun 2026. The Kimi vs GPT hub remaps to the top Moonshot Elo vs top OpenAI Elo.

Community Sentiment

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Moonshot

Kimi K3

Elo 1,528
LiveBench69.5%
SWE-bench73.8%
Speed68 tok/s
Output cost$15/1M
Mistral

Mistral: Mixtral 8x22B Instruct

Elo n/a
LiveBench—
SWE-bench—
Speed—
Output cost$6/1M

Frequently Asked Questions

Which is better overall, Kimi K3 or Mistral: Mixtral 8x22B Instruct?
We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, Kimi K3 or Mistral: Mixtral 8x22B Instruct?
SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?
Mistral: Mixtral 8x22B Instruct output tokens are $6/1M versus $15/1M. Input prices and retry rates still move the real bill.
Which is faster, Kimi K3 or Mistral: Mixtral 8x22B Instruct?
We do not have TTFT for both models.
Which has the larger context window?
Kimi K3 accepts 1M tokens versus 66k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. Kimi K3 and Mistral: Mixtral 8x22B Instruct Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Jun 8, 2026

    Kimi K3: Moonshot’s long-context open-weight competitive row

Similar Head-to-Head Comparisons

All Kimi K3 matchups →|All Mistral: Mixtral 8x22B Instruct matchups →
Kimi K3 vs MoonshotAI: Kimi K2.5 (previous kimi)Mistral Large 3 vs Kimi K3MoonshotAI: Kimi K2 0711 vs Kimi K3Gemini 3.7 Flash vs Kimi K3Claude Sonnet 4.5 vs Kimi K3Qwen 3 Max vs Kimi K3