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Model comparison

Grok 4.20 vs Kimi K2

Data verified

Head-to-head evidence from 1 shared benchmark result across 1 category. Overall scores shown here use the public BenchAlign v5 ranking lane.

53.88/100
Margin
27.5pts
← winning
Moonshot AI
26.35/100
0 category wins0 category wins

Public leaderboard positions: Grok 4.20 #93 (Estimated); Kimi K2 #199 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Grok 4.20 and Kimi K2 share 1 comparable benchmark result. 0 of 8 categories are comparable. 18 results are unique to Grok 4.20; 13 to Kimi K2.

Updated July 28, 2026
Shared results
1
Grok 4.20 only
18
Kimi K2 only
13
Comparable categories
0 / 8

Benchmark data for Grok 4.20 and Kimi K2 is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 1 shared benchmark result across 1 evidence category; 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.

Grok 4.20 is priced at $2.00 input / $6.00 output per 1M tokens, versus $0.60 input / $2.50 output per 1M tokens for Kimi K2. Grok 4.20 has the larger context window at 2M, 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 Grok 4.20 and Kimi K2
CategoryGrok 4.20ΔKimi K2
AgenticGrok 4.2047.1MarginNo overlapKimi K2Not measured
CodingGrok 4.2067.1MarginNo overlapKimi K2Not measured
ReasoningGrok 4.2053.3MarginNo overlapKimi K2Not measured
MathGrok 4.20Not measuredMarginNo overlapKimi K216.1
MultimodalGrok 4.2070.1MarginNo overlapKimi K2Not measured

Operational comparison

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

MetricGrok 4.20Kimi K2Comparison
Input / output priceUSD per 1M tokensGrok 4.20$2 input / $6 outputKimi K2$0.6 input / $2.5 outputKimi K2 has the lower combined listed price.
Generation speedtokens per secondGrok 4.20233 tok/sKimi K243 tok/sGrok 4.20 has the higher measured throughput.
First-answer latencyseconds to first tokenGrok 4.2010.33 sKimi K21.51 sKimi K2 reaches the first token sooner.
Context windowmaximum listed tokensGrok 4.202MKimi K2128KGrok 4.20 lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGrok 4.20Kimi K2Result
Terminal-Bench 2.0Source 47.1%Not comparable
DeepSearchQASource 62.8%Not comparable
Gert LabsSource 38.36%Not comparable
τ²-bench resultsSource 61.1%Not comparable
Coding
BenchmarkGrok 4.20Kimi K2Result
LiveCodeBench ProSource 74.2%Not comparable
SWE-bench VerifiedSource 76.7%Not comparable
SWE-bench ProSource 51.8%Not comparable
Vibe Code BenchSource 4.06%Not comparable
AA-SciCodeSource 34.5%Not comparable
Reasoning
BenchmarkGrok 4.20Kimi K2Result
ARC-AGI-2Source 53.3%Not comparable
ARC-AGI-3Source 0.1%Not comparable
AA-LCRSource 51.0%Not comparable
CritPtSource 0.0%Not comparable
Knowledge
BenchmarkGrok 4.20Kimi K2Result
GPQA-DSource 88.5%Not comparable
HLE w/o toolsSource 31.6%Not comparable
HealthBench HardSource 20.3%Not comparable
MedXpertQA (Text)Source 50.2%Not comparable
Artificial Analysis Intelligence IndexSource 19.4%Not comparable
AA-GPQA DiamondSource 76.6%Not comparable
AA-HLESource 7.0%Not comparable
AA-Omniscience IndexSource -27.5%Not comparable
AA-Omniscience AccuracySource 26.8%Not comparable
AA-Omniscience Hallucination RateSource 74.2%Not comparable
Math
BenchmarkGrok 4.20Kimi K2Result
FrontierMath v2 (Tiers 1-3)Source 21.404%Not comparable
FrontierMath v2 (Tier 4)Source 0.000%Not comparable
Multimodal
BenchmarkGrok 4.20Kimi K2Result
MMMU-ProSource 75.2%Not comparable
CharXivSource 60.9%Not comparable
ERQASource 54.1%Not comparable
SimpleVQASource 57.4%Not comparable
MedXpertQA (MM)Source 65.8%Not comparable
Design Arena WebsiteSource 12521075Grok 4.20 leads
Inst. Following
BenchmarkGrok 4.20Kimi K2Result
AA-IFBenchSource 41.5%Not comparable
Frequently Asked Questions (3)

Can I compare Grok 4.20 and Kimi K2 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 Grok 4.20 and Kimi K2 today?

Grok 4.20: $2.00 input / $6.00 output per 1M tokens Kimi K2: $0.60 input / $2.50 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

Related Comparisons

Last updated: July 28, 2026

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