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K2 Think V2

Reasoning effort

K2 Think V2 is a MBZUAI open-weights reasoning model, released 15 Dec 2025. Its best configuration (thinking reasoning effort) ranks #442 of 785 on the BenchLeader Index at 48.0 ±6.6, in the lower half. The ± is the point: 395 other configurations score within that range, so they and this one cannot be told apart on quality alone — price and speed are what separate them. It scores highest in instruction following (63) and lowest in agents & tools (40). It has been measured at 4 reasoning-effort settings; this summary describes the best-scoring one, and the tabs above switch between them. Last measured 15 Dec 2025.stale: no new result in six months

Blended price
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Output speed
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First answer
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Context
262k
Full answer
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Cost per run
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Released
15 Dec 2025
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index48
  2. Reasoning41
  3. Agents & tools40
  4. Knowledge43
  5. Instruction following63
  6. Long context53
  7. Composite42

Reasoning-effort configurations

The same model behaves differently depending on how much it is allowed to think. Each row is one setting, scored only on the benchmarks that were run at that setting. “Not stated” collects results from publishers that did not say which setting they used; for a reasoning model that is usually its thinking mode, but we do not assume it. Pick a setting here or at the top of the page to see its price, speed and category scores.

EffortIndexRankSpeedFirst answerChat reply costCategories
low42.6#588–––Agents & tools 38 · Composite 38 · Instruction following 44 · Knowledge 40 · Long context 34 · Reasoning 41
medium45.0#525–––Agents & tools 41 · Composite 40 · Instruction following 56 · Knowledge 39 · Long context 38 · Reasoning 41
high45.8#507–––Agents & tools 42 · Composite 41 · Instruction following 60 · Knowledge 36 · Long context 42 · Reasoning 41
thinkingbest48.0#442–––Agents & tools 40 · Composite 42 · Instruction following 63 · Knowledge 43 · Long context 53 · Reasoning 41

How its index has moved

9 Sept 2026 to 23 Oct 2026
364656
  • thinking
  • high
  • medium
  • low

The index is recomputed from scratch every day, so a line moves when a new benchmark result lands, when a publisher revises a score, or when the models it is normalised against change. Early movement usually means the score is still settling.

Benchmark results

See all LLM benchmarks. One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Metadata

BenchmarklowmediumhighthinkingSourceTrend
AA Openness Indexnot in index88.9#188.9#188.9#188.9#1Artificial Analysis

Reasoning

BenchmarklowmediumhighthinkingSourceTrend
GPQA Diamond (AA)not in index54.1%#40859.8%#37868.1%#31671.3%#287Artificial Analysis
Humanity's Last Exam (AA)not in index3.6%#5834.4%#50810.5%#31610.1%#324Artificial Analysis
CritPt0.0%#3150.0%#3150.0%#3150.0%#315Artificial Analysis

Coding

BenchmarkthinkingSourceTrend
Terminal-Bench 2.1 (AA)not in index15.0%#183Artificial Analysis

Agents & tools

BenchmarklowmediumhighthinkingSourceTrend
Terminal-Bench Hard4.5%#2848.3%#2359.8%#2286.8%#249Artificial Analysis
τ²-Bench Telecom (AA)not in index20.8%#32924.9%#29627.8%#27225.4%#291Artificial Analysis
GDPval-AA v2.1not in index–––0.0%#124Artificial Analysis
AA-Briefcase v1.1not in index–––7#66Artificial Analysis

Knowledge

BenchmarklowmediumhighthinkingSourceTrend
AA-Omniscience-47.3#365-49#382-55.6#437-40.3#323Artificial Analysis
AA-Omniscience: accuracynot in index16.3%#39317.9%#35018.5%#33318.0%#346Artificial Analysis
AA-Omniscience: non-hallucinationnot in index24.0%#25118.4%#2989.0%#44128.8%#226Artificial Analysis
Global-MMLU-Lite (AA)not in index71.4%#3176.7%#2978.6%#28–Artificial Analysis

Instruction following

BenchmarklowmediumhighthinkingSourceTrend
IFBench41.0%#25555.1%#14860.1%#12762.8%#117Artificial Analysis

Long context

BenchmarklowmediumhighthinkingSourceTrend
AA-LCR20.3%#43228.0%#40035.0%#37557.0%#293Artificial Analysis

Composite

BenchmarklowmediumhighthinkingSourceTrend
AA Intelligence Index v4.3.27.3#4829.0#4139.9#38811.5#350Artificial Analysis

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Questions people ask

What are K2 Think V2's benchmark scores?
As of 25 Oct 2026, K2 Think V2 (thinking effort) scores 48.0 ±6.6 on the BenchLeader Index, strongest in instruction following (63) and weakest in agents & tools (40). That rests on 6 independent benchmark results, and every score on this page links to its publisher.
How does K2 Think V2 rank?
K2 Think V2 (thinking effort) is #442 of 785 ranked configurations on 25 Oct 2026. 395 other configurations score within its margin, so the exact position matters less than the band. The leader is Claude Opus 5.5 (max effort) at 72.6.
When was K2 Think V2 released?
MBZUAI released K2 Think V2 on 15 Dec 2025. BenchLeader has results for it at 4 reasoning-effort settings.

Data as of 25 Oct 2026. Compare these configurations.

Cite as: BenchLeader, “K2 Think V2: benchmarks, pricing, speed and rank”, data as of 25 Oct 2026, https://www.benchleader.com/models/k2-v2.