Skip to main content

Model comparison

Kimi K2.5 vs Nemotron 3 Super 100B

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.

Moonshot AI
59.66/100
Margin
9.6pts
← winning
50.08/100
0 category wins0 category wins

Public leaderboard positions: Kimi K2.5 #54 (Supported); Nemotron 3 Super 100B #117 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Kimi K2.5 and Nemotron 3 Super 100B share 1 comparable benchmark result. 0 of 8 categories are comparable. 62 results are unique to Kimi K2.5; 0 to Nemotron 3 Super 100B.

Updated July 22, 2026
Shared results
1
Kimi K2.5 only
62
Nemotron 3 Super 100B only
0
Comparable categories
0 / 8

Benchmark data for Kimi K2.5 and Nemotron 3 Super 100B 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.

Kimi K2.5 is priced at $0.60 input / $3.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Nemotron 3 Super 100B. Nemotron 3 Super 100B has the larger context window at 1M, compared with 256K for Kimi K2.5.

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 K2.5 and Nemotron 3 Super 100B
CategoryKimi K2.5ΔNemotron 3 Super 100B
AgenticKimi K2.555.0MarginNo overlapNemotron 3 Super 100BNot measured
CodingKimi K2.559.4MarginNo overlapNemotron 3 Super 100BNot measured
ReasoningKimi K2.561.0MarginNo overlapNemotron 3 Super 100BNot measured
KnowledgeKimi K2.556.9MarginNo overlapNemotron 3 Super 100BNot measured
MathKimi K2.560.6MarginNo overlapNemotron 3 Super 100BNot measured
MultilingualKimi K2.582.3MarginNo overlapNemotron 3 Super 100BNot measured
MultimodalKimi K2.578.5MarginNo overlapNemotron 3 Super 100BNot measured
Inst. FollowingKimi K2.593.9MarginNo overlapNemotron 3 Super 100BNot measured

Operational comparison

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

MetricKimi K2.5Nemotron 3 Super 100BComparison
Input / output priceUSD per 1M tokensKimi K2.5$0.6 input / $3 outputNemotron 3 Super 100B$0 input / $0 outputNemotron 3 Super 100B has the lower combined listed price.
Generation speedtokens per secondKimi K2.545 tok/sNemotron 3 Super 100B367 tok/sNemotron 3 Super 100B has the higher measured throughput.
First-answer latencyseconds to first tokenKimi K2.52.38 sNemotron 3 Super 100B0.71 sNemotron 3 Super 100B reaches the first token sooner.
Context windowmaximum listed tokensKimi K2.5256KNemotron 3 Super 100B1MNemotron 3 Super 100B lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkKimi K2.5Nemotron 3 Super 100BResult
Terminal-Bench 2.0Source 50.8%Not comparable
BrowseCompSource 60.6%Not comparable
Claw-EvalSource 52.3%5.5%Kimi K2.5 leads
QwenClawBenchSource 54.3%Not comparable
τ³-bench resultsSource 65.7%Not comparable
DeepSearchQASource 77.1%Not comparable
DeepPlanningSource 14.4%Not comparable
ToolathlonSource 27.8%Not comparable
MCP AtlasSource 29.5%Not comparable
MCP-TasksSource 59.1%Not comparable
WideResearchSource 72.7%Not comparable
τ²-bench resultsSource 95.9%Not comparable
APEX-Agents-AASource 11.5%Not comparable
Gert LabsSource 45.88%Not comparable
ResearchClawBenchSource 14.0%Not comparable
JobBenchSource 8.7%Not comparable
AA Agentic IndexSource 21.7%Not comparable
GDPval-AASource 25.4%Not comparable
GDPval-AASource 1009Not comparable
Coding
BenchmarkKimi K2.5Nemotron 3 Super 100BResult
SWE-bench VerifiedSource 76.8%Not comparable
SWE-bench Verified*Source 70.8%Not comparable
LiveCodeBench v6Source 85.0%Not comparable
SWE-bench ProSource 50.7%Not comparable
SWE MultilingualSource 73%Not comparable
SWE-RebenchSource 58.5%Not comparable
React Native EvalsSource 77.2%Not comparable
SciCodeSource 48.7%Not comparable
AA-SciCodeSource 49.0%Not comparable
AA Coding IndexSource 46.8%Not comparable
Reasoning
BenchmarkKimi K2.5Nemotron 3 Super 100BResult
LongBench v2Source 61%Not comparable
AA-LCRSource 65.3%Not comparable
CritPtSource 3.1%Not comparable
Knowledge
BenchmarkKimi K2.5Nemotron 3 Super 100BResult
GPQASource 87.6%Not comparable
GPQA-DSource 87.6%Not comparable
SuperGPQASource 69.2%Not comparable
MMLU-ProSource 87.1%Not comparable
MMLU-Pro (Arcee)Source 87.1%Not comparable
HLESource 30.1%Not comparable
Artificial Analysis Intelligence IndexSource 35.4%Not comparable
AA-GPQA DiamondSource 87.9%Not comparable
AA-HLESource 29.4%Not comparable
AA-Omniscience IndexSource -8.1%Not comparable
AA-Omniscience AccuracySource 34.3%Not comparable
AA-Omniscience Hallucination RateSource 64.6%Not comparable
Math
BenchmarkKimi K2.5Nemotron 3 Super 100BResult
AIME 2025Source 96.1%Not comparable
AIME26Source 95.8%Not comparable
AIME25 (Arcee)Source 96.3%Not comparable
HMMT Feb 2025Source 95.4%Not comparable
HMMT Nov 2025Source 91.1%Not comparable
HMMT Feb 2026Source 87.1%Not comparable
MMAnswerBenchSource 81.8%Not comparable
FrontierMath v2 (Tiers 1-3)Source 27.900%Not comparable
FrontierMath v2 (Tier 4)Source 4.200%Not comparable
Multilingual
BenchmarkKimi K2.5Nemotron 3 Super 100BResult
MMLU-ProXSource 82.3%Not comparable
NOVA-63Source 56.0%Not comparable
Multimodal
BenchmarkKimi K2.5Nemotron 3 Super 100BResult
MMMU-ProSource 78.5%Not comparable
Video-MMESource 87.4%Not comparable
MMVUSource 80.4%Not comparable
VideoMMMUSource 86.6%Not comparable
AA-MMMU-ProSource 75.4%Not comparable
Design Arena WebsiteSource 1279Not comparable
Inst. Following
BenchmarkKimi K2.5Nemotron 3 Super 100BResult
IFEvalSource 93.9%Not comparable
AA-IFBenchSource 70.2%Not comparable
Frequently Asked Questions (3)

Can I compare Kimi K2.5 and Nemotron 3 Super 100B 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 K2.5 and Nemotron 3 Super 100B today?

Kimi K2.5: $0.60 input / $3.00 output per 1M tokens Nemotron 3 Super 100B: $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.

Self-host vs API cost

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

Kimi K2.5
API / mo$2,700
Self-host / mo$5,221
Break-even132M/day
Nemotron 3 Super 100B
API / mo$0
Self-host / moNot listed
Break-even
Proprietary model — self-hosting not applicable.
Model the full break-even

Related Comparisons

Last updated: July 22, 2026

Choose a model with this week’s evidence

Join 2,000+ readers for ranking moves, pricing changes, and the claims that still need proof.

One email each week. Unsubscribe anytime.