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Model comparison

Kimi K2.6 vs MiMo-V2.5

Data verified

Head-to-head evidence from 9 shared benchmark results across 3 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

Moonshot AI
56.79/100
Margin
1.8pts
winning →
Xiaomi
58.62/100
3 category wins0 category wins

Public leaderboard positions: Kimi K2.6 #74 (Estimated); MiMo-V2.5 #62 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Kimi K2.6 and MiMo-V2.5 share 9 comparable benchmark results. 3 of 8 categories are comparable. 42 results are unique to Kimi K2.6; 2 to MiMo-V2.5.

Updated July 21, 2026
Shared results
9
Kimi K2.6 only
42
MiMo-V2.5 only
2
Comparable categories
3 / 8

Pick MiMo-V2.5 if you want the stronger benchmark profile. Kimi K2.6 only becomes the better choice if coding is the priority.

Confidence note. This is a partial-evidence comparison with 9 shared benchmark results across 3 evidence categories; 3 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

MiMo-V2.5 has the cleaner BenchAlign overall profile here, landing at 58.62 versus 56.79. It is a real lead, but still close enough that category-level strengths matter more than the headline number.

MiMo-V2.5 gives you the larger context window at 1M, compared with 256K for Kimi K2.6.

Category breakdown

Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.

Category scores and score margins for Kimi K2.6 and MiMo-V2.5
CategoryKimi K2.6ΔMiMo-V2.5
CodingKimi K2.664.4Margin 8.3MiMo-V2.556.1
AgenticKimi K2.673.5Margin 7.7MiMo-V2.565.8
MultimodalKimi K2.679.8Margin 0.8MiMo-V2.579.0
KnowledgeKimi K2.642.2MarginNo overlapMiMo-V2.5Not measured
MathKimi K2.667.1MarginNo overlapMiMo-V2.5Not measured

Decisive benchmark drivers

The largest measured benchmark gaps in this matchup, with exact reported values.

More
A · Kimi K2.6B · MiMo-V2.5
  1. SWE-bench Pro

    Coding
    Source ↗
    A 58.6%B 56.1%
    Winner: Kimi K2.6Δ 2.5
    SWE-bench Pro: Kimi K2.6 scored 58.6%; MiMo-V2.5 scored 56.1%. Kimi K2.6 wins this benchmark.
  2. MMMU-Pro

    Multimodal
    Source ↗
    A 79.4%B 77.9%
    Winner: Kimi K2.6Δ 1.5
    MMMU-Pro: Kimi K2.6 scored 79.4%; MiMo-V2.5 scored 77.9%. Kimi K2.6 wins this benchmark.
  3. Terminal-Bench 2.0

    Agentic
    Source ↗
    A 66.7%B 65.8%
    Winner: Kimi K2.6Δ 0.9
    Terminal-Bench 2.0: Kimi K2.6 scored 66.7%; MiMo-V2.5 scored 65.8%. Kimi K2.6 wins this benchmark.
  4. CharXiv

    Multimodal
    Source ↗
    A 80.4%B 81%
    Winner: MiMo-V2.5Δ 0.6
    CharXiv: Kimi K2.6 scored 80.4%; MiMo-V2.5 scored 81%. MiMo-V2.5 wins this benchmark.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricKimi K2.6MiMo-V2.5Comparison
Input / output priceUSD per 1M tokensKimi K2.6$0.95 input / $4 outputMiMo-V2.5Not availableA complete price comparison is not available.
Generation speedtokens per secondKimi K2.6Not availableMiMo-V2.5Not availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenKimi K2.6Not availableMiMo-V2.5Not availableA complete latency comparison is not available.
Context windowmaximum listed tokensKimi K2.6256KMiMo-V2.51MMiMo-V2.5 lists the larger context window.

Benchmark Deep Dive

AgenticKimi K2.6 wins
BenchmarkKimi K2.6MiMo-V2.5Result
Terminal-Bench 2.0Source 66.7%65.8%Kimi K2.6 leads
BrowseCompSource 83.2%Not comparable
OSWorld-VerifiedSource 73.1%Not comparable
ToolathlonSource 50%Not comparable
MCP AtlasSource 55.9%Not comparable
Claw-EvalSource 62.3%62.3%Tie
DeepSearchQASource 92.5%Not comparable
WideResearchSource 80.8%Not comparable
AA Agentic IndexSource 30.3%Not comparable
τ²-bench resultsSource 95.9%Not comparable
GDPval-AASource 34.5%Not comparable
GDPval-AASource 1189Not comparable
APEX-Agents-AASource 28.5%Not comparable
Gert LabsSource 56.82%46.89%Kimi K2.6 leads
ResearchClawBenchSource 18.0%16.9%Kimi K2.6 leads
OSWorld 2.0Source 4.6%Not comparable
terminalBenchHardSource 43.9%Not comparable
MM-ClawBenchSource 23.8%Not comparable
CodingKimi K2.6 wins
BenchmarkKimi K2.6MiMo-V2.5Result
SWE-bench VerifiedSource 80.2%Not comparable
LiveCodeBench v6Source 89.6%Not comparable
SWE-bench ProSource 58.6%56.1%Kimi K2.6 leads
SWE MultilingualSource 76.7%Not comparable
SciCodeSource 52.2%Not comparable
Terminal-Bench 2.0Source 66.7%65.8%Kimi K2.6 leads
Vibe Code BenchSource 37.89%Not comparable
cursorBench31Source 47.6%Not comparable
AA Coding IndexSource 61.8%Not comparable
AA-SciCodeSource 53.5%Not comparable
Reasoning
BenchmarkKimi K2.6MiMo-V2.5Result
AA-LCRSource 69.7%Not comparable
CritPtSource 8.0%Not comparable
Knowledge
BenchmarkKimi K2.6MiMo-V2.5Result
GPQASource 90.5%Not comparable
GPQA-DSource 90.5%Not comparable
HLESource 34.7%Not comparable
Artificial Analysis Intelligence IndexSource 44.2%Not comparable
AA-GPQA DiamondSource 91.1%Not comparable
AA-HLESource 35.9%Not comparable
AA-Omniscience IndexSource 6.4%Not comparable
AA-Omniscience AccuracySource 32.8%Not comparable
AA-Omniscience Hallucination RateSource 39.3%Not comparable
Math
BenchmarkKimi K2.6MiMo-V2.5Result
AIME26Source 96.4%Not comparable
HMMT Feb 2026Source 92.7%Not comparable
MMAnswerBenchSource 86.0%Not comparable
FrontierMath v2 (Tiers 1-3)Source 38.966%Not comparable
FrontierMath v2 (Tier 4)Source 14.580%Not comparable
MultimodalKimi K2.6 wins
BenchmarkKimi K2.6MiMo-V2.5Result
MMMU-ProSource 79.4%77.9%Kimi K2.6 leads
MMMU-Pro w/ PythonSource 80.1%Not comparable
CharXivSource 80.4%81%MiMo-V2.5 leads
MathVisionSource 87.4%Not comparable
V*Source 96.9%Not comparable
AA-MMMU-ProSource 79.4%Not comparable
Design Arena WebsiteSource 13061291Kimi K2.6 leads
Video-MME (with subtitle)Source 87.7%Not comparable
Inst. Following
BenchmarkKimi K2.6MiMo-V2.5Result
AA-IFBenchSource 76.0%Not comparable
Frequently Asked Questions (4)

Which is better, Kimi K2.6 or MiMo-V2.5?

MiMo-V2.5 is ahead on BenchLM's BenchAlign leaderboard, 58.62 to 56.79. The biggest single separator in this matchup is SWE-bench Pro, where the scores are 58.6% and 56.1%.

Which is better for coding, Kimi K2.6 or MiMo-V2.5?

Kimi K2.6 has the edge for coding in this comparison, averaging 64.4 versus 56.1. Inside this category, SWE-bench Pro is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, Kimi K2.6 or MiMo-V2.5?

Kimi K2.6 has the edge for agentic tasks in this comparison, averaging 73.5 versus 65.8. Inside this category, Gert Labs is the benchmark that creates the most daylight between them.

Which is better for multimodal and grounded tasks, Kimi K2.6 or MiMo-V2.5?

Kimi K2.6 has the edge for multimodal and grounded tasks in this comparison, averaging 79.8 versus 79. Inside this category, Design Arena Website is the benchmark that creates the most daylight between them.

Self-host vs API cost

Estimates at 50,000 req/day · 1000 tokens/req average.

Kimi K2.6
API / mo$3,713
Self-host / mo$18,221
Break-even326M/day
MiMo-V2.5
API / mo$0
Self-host / moNot listed
Break-even
Proprietary model — self-hosting not applicable.
Model the full break-even

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Last updated: July 21, 2026

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