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Model comparison

Kimi K2 vs MiMo-V2-Flash

Data verified

Head-to-head evidence from 11 shared benchmark results across 5 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

Moonshot AI
27.19/100
Margin
26.9pts
winning →
54.06/100
0 category wins0 category wins

Public leaderboard positions: Kimi K2 #189 (Supported); MiMo-V2-Flash #91 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Kimi K2 and MiMo-V2-Flash share 11 comparable benchmark results. 0 of 8 categories are comparable. 3 results are unique to Kimi K2; 8 to MiMo-V2-Flash.

Updated July 22, 2026
Shared results
11
Kimi K2 only
3
MiMo-V2-Flash only
8
Comparable categories
0 / 8

Benchmark data for Kimi K2 and MiMo-V2-Flash is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 11 shared benchmark results across 5 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

Kimi K2 is priced at $0.60 input / $2.50 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for MiMo-V2-Flash. MiMo-V2-Flash has the larger context window at 256K, compared with 128K for Kimi K2.

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 and MiMo-V2-Flash
CategoryKimi K2ΔMiMo-V2-Flash
CodingKimi K2Not measuredMarginNo overlapMiMo-V2-Flash73.4
KnowledgeKimi K2Not measuredMarginNo overlapMiMo-V2-Flash84.7
MathKimi K216.1MarginNo overlapMiMo-V2-FlashNot measured

Operational comparison

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

MetricKimi K2MiMo-V2-FlashComparison
Input / output priceUSD per 1M tokensKimi K2$0.6 input / $2.5 outputMiMo-V2-Flash$0 input / $0 outputMiMo-V2-Flash has the lower combined listed price.
Generation speedtokens per secondKimi K243 tok/sMiMo-V2-Flash129 tok/sMiMo-V2-Flash has the higher measured throughput.
First-answer latencyseconds to first tokenKimi K21.51 sMiMo-V2-Flash2.14 sKimi K2 reaches the first token sooner.
Context windowmaximum listed tokensKimi K2128KMiMo-V2-Flash256KMiMo-V2-Flash lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkKimi K2MiMo-V2-FlashResult
τ²-bench resultsSource 61.1%83.9%MiMo-V2-Flash leads
AA Agentic IndexSource 12.0%Not comparable
GDPval-AASource 16.7%Not comparable
GDPval-AASource 833Not comparable
Coding
BenchmarkKimi K2MiMo-V2-FlashResult
AA-SciCodeSource 34.5%25.9%Kimi K2 leads
SWE-bench VerifiedSource 73.4%Not comparable
AA Coding IndexSource 49.8%Not comparable
Reasoning
BenchmarkKimi K2MiMo-V2-FlashResult
AA-LCRSource 51.0%31.3%Kimi K2 leads
CritPtSource 0.0%0.0%Tie
Knowledge
BenchmarkKimi K2MiMo-V2-FlashResult
Artificial Analysis Intelligence IndexSource 19.4%24.7%MiMo-V2-Flash leads
AA-GPQA DiamondSource 76.6%65.6%Kimi K2 leads
AA-HLESource 7.0%8.0%MiMo-V2-Flash leads
AA-Omniscience IndexSource -27.5%-48.5%Kimi K2 leads
AA-Omniscience AccuracySource 26.8%15.2%Kimi K2 leads
AA-Omniscience Hallucination RateSource 74.2%75.1%Kimi K2 leads
GPQASource 83.7%Not comparable
MMLU-ProSource 84.9%Not comparable
Math
BenchmarkKimi K2MiMo-V2-FlashResult
FrontierMath v2 (Tiers 1-3)Source 21.404%Not comparable
FrontierMath v2 (Tier 4)Source 0.000%Not comparable
AIME 2025Source 94.1%Not comparable
Multimodal
BenchmarkKimi K2MiMo-V2-FlashResult
Design Arena WebsiteSource 1080Not comparable
Inst. Following
BenchmarkKimi K2MiMo-V2-FlashResult
AA-IFBenchSource 41.5%39.9%Kimi K2 leads
Frequently Asked Questions (3)

Can I compare Kimi K2 and MiMo-V2-Flash on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for Kimi K2 and MiMo-V2-Flash today?

Kimi K2: $0.60 input / $2.50 output per 1M tokens MiMo-V2-Flash: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

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Last updated: July 22, 2026

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