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  3. Kimi K2 vs Qwen3 235B

Pairwise benchmark snapshot · Aug 1, 2026

Kimi K2 vs Qwen3 235B benchmark

In this head-to-head showdown, Kimi K2 delivers higher overall intelligence and human-preferred responses (Elo 1,465 vs 1,440), while Kimi K2 leads in SWE-bench software engineering benchmarks (65.8%), while Qwen3 235B is more budget-friendly at $0.88/1M per 1M output tokens, while Kimi K2 provides faster response streaming (85 tok/s). Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose Kimi K2 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Qwen3 235B if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

9 direct benchmark disciplines evaluated across capability, speed, and cost

Kimi K2 (4)Qwen3 235B (5)
Kimi K2
4 of 9 Wins
✓Preference Elo✓SWE-bench✓Time to first token✓Output speed
Qwen3 235B
5 of 9 Wins
✓LiveBench✓GPQA Diamond✓Input price✓Output price✓Context window
Moonshot
Leads 4 of 9 metrics
Kimi K2

Moonshot foundation model with strong native bilingual reasoning and 65.8% SWE-bench Verified coding baseline.

K2 BaseElo 1,465$1.4/1M out
Alibaba
Leads 5 of 9 metrics
Qwen3 235B

Open-weight Qwen3 mixture-of-experts.

235B MoEElo 1,440$0.88/1M out

Kimi Series Lineage & Sibling Variants

4 models

Currently comparing Kimi K2 vs Qwen3 235B. Alternative family tiers available.

Active: Kimi K2
Kimi K3$2.5Kimi K2.5 Max$2Kimi Chat 1.5$0.8
Top Rival Showdowns for Kimi K2
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference LeaderKimi K2 Wins

Kimi K2

Δ 25 Arena Elo pts

Throughput LeaderKimi K2 Wins

Kimi K2

85 tok/s

Value per Dollar LeaderQwen3 235B Wins

Qwen3 235B

$0.88 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top Western standard models with China's leading frontier rival across 6 skill dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
Percentile 0–100
Head-to-Head Comparison

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

Kimi K2 (5)vsQwen3 235B (5)
Kimi K2: 5W (50%)Overall: Even matchupQwen3 235B: 5W (50%)
← Kimi K2Qwen3 235B →
🏆Kimi K2(3/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Benchmark
Kimi K2vsQwen3 235B
Preference Elo
1,465vs1,440+25
Coding Elo
1,470vs—
SWE-bench
65.8%vs59.4%+6.4%
LiveBench
62.8%vs63.5%+0.7%
GPQA Diamond
76.5%vs76.8%+0.3%
Kimi K2: 3WQwen3 235B: 2W
🏆Kimi K2(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Kimi K2vsQwen3 235B
Output speed
85 tok/svs74 tok/s+11 tok/s
Time to first token
240 msvs320 ms+80 ms
Kimi K2: 2WQwen3 235B: 0W
🏆Qwen3 235B(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Kimi K2vsQwen3 235B
Output price
$1.4/1Mvs$0.88/1M+$0.52/1M
Input price
$0.35/1Mvs$0.22/1M+$0.13/1M
Context window
128kvs131k+3k
Kimi K2: 0WQwen3 235B: 3W

Side-by-Side Benchmark Matrix

Preference Elo+25
Kimi K21,465
seed-bootstrap · Aug 1, 2026
Qwen3 235B1,440
seed-bootstrap · Aug 1, 2026
Coding Elo
Kimi K21,470
seed-bootstrap · Aug 1, 2026
Qwen3 235B—
LiveBench+0.7%
Kimi K262.8%
seed-bootstrap · Aug 1, 2026
Qwen3 235B63.5%
seed-bootstrap · Aug 1, 2026
SWE-bench+6.4%
Kimi K265.8%
seed-bootstrap · Aug 1, 2026
Qwen3 235B59.4%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+0.3%
Kimi K276.5%
seed-bootstrap · Aug 1, 2026
Qwen3 235B76.8%
seed-bootstrap · Aug 1, 2026
Time to first token+80 ms
Kimi K2240 ms
seed-bootstrap · Aug 1, 2026
Qwen3 235B320 ms
seed-bootstrap · Aug 1, 2026
Output speed+11 tok/s
Kimi K285 tok/s
seed-bootstrap · Aug 1, 2026
Qwen3 235B74 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$0.13/1M
Kimi K2$0.35/1M
seed-bootstrap · Aug 1, 2026
Qwen3 235B$0.22/1M
seed-bootstrap · Aug 1, 2026
Output price+$0.52/1M
Kimi K2$1.4/1M
seed-bootstrap · Aug 1, 2026
Qwen3 235B$0.88/1M
seed-bootstrap · Aug 1, 2026
Context window+3k
Kimi K2128k
seed-bootstrap · Aug 1, 2026
Qwen3 235B131k
seed-bootstrap · Aug 1, 2026
BenchmarkKimi K2Qwen3 235BAdvantage Delta
Preference Elo
1,465
seed-bootstrap · Aug 1, 2026
1,440
seed-bootstrap · Aug 1, 2026
+25
Coding Elo
1,470
seed-bootstrap · Aug 1, 2026
——
LiveBench
62.8%
seed-bootstrap · Aug 1, 2026
63.5%
seed-bootstrap · Aug 1, 2026
+0.7%
SWE-bench
65.8%
seed-bootstrap · Aug 1, 2026
59.4%
seed-bootstrap · Aug 1, 2026
+6.4%
GPQA Diamond
76.5%
seed-bootstrap · Aug 1, 2026
76.8%
seed-bootstrap · Aug 1, 2026
+0.3%
Time to first token
240 ms
seed-bootstrap · Aug 1, 2026
320 ms
seed-bootstrap · Aug 1, 2026
+80 ms
Output speed
85 tok/s
seed-bootstrap · Aug 1, 2026
74 tok/s
seed-bootstrap · Aug 1, 2026
+11 tok/s
Input price
$0.35/1M
seed-bootstrap · Aug 1, 2026
$0.22/1M
seed-bootstrap · Aug 1, 2026
+$0.13/1M
Output price
$1.4/1M
seed-bootstrap · Aug 1, 2026
$0.88/1M
seed-bootstrap · Aug 1, 2026
+$0.52/1M
Context window
128k
seed-bootstrap · Aug 1, 2026
131k
seed-bootstrap · Aug 1, 2026
+3k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save up to 37% with Qwen3 235B
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Kimi K2$33.25 / mo
In: $12.25Out: $21
Qwen3 235B$20.90 / mo
In: $7.7Out: $13.2
Estimated Cost Delta

Qwen3 235B is estimated to save $12.35/month ($148/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Kimi K2:Pick Kimi K2 when repo-level coding accuracy is the constraint.
  • 2
    Qwen3 235B:Pick Qwen3 235B when you are optimizing output cost.
  • 3
    Kimi K2:Pick Kimi K2 when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsKimi K2

Higher SWE-bench (65.8%).

High-volume chatQwen3 235B

Lower output list price ($0.88/1M).

Voice / low-latency UIKimi K2

Lower TTFT (240 ms).

Long-document RAGQwen3 235B

Larger window (131k).

Screenshots / visionKimi K2

Kimi K2 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsKimi K2Higher SWE-bench (65.8%).
High-volume chatQwen3 235BLower output list price ($0.88/1M).
Voice / low-latency UIKimi K2Lower TTFT (240 ms).
Long-document RAGQwen3 235BLarger window (131k).
Screenshots / visionKimi K2Kimi K2 is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchSep 20, 2025

Qwen3 235B: the open MoE Qwen, not the Max SKU

Sep 2025 open-weight mixture-of-experts. Self-host path. Don’t confuse it with Qwen 3 Max.

Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Moonshot

Kimi K2

Elo 1,465
SWE-bench65.8%
Speed (tok/s)85 tok/s
Input / 1M Tokens$0.35/1M
Output / 1M Tokens$1.4/1M
Alibaba

Qwen3 235B

Elo 1,440
SWE-bench59.4%
Speed (tok/s)74 tok/s
Input / 1M Tokens$0.22/1M
Output / 1M Tokens$0.88/1M

Frequently Asked Questions

Which is better overall, Kimi K2 or Qwen3 235B?
Kimi K2 has the higher preference Elo in our latest snapshot (1,465). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Kimi K2 or Qwen3 235B?
Kimi K2 leads SWE-bench at 65.8% vs 59.4%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Qwen3 235B output tokens are $0.88/1M versus $1.4/1M. Input prices and retry rates still move the real bill.
Which is faster, Kimi K2 or Qwen3 235B?
Kimi K2 has the lower time-to-first-token (240 ms vs 320 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Qwen3 235B accepts 131k tokens versus 128k.
Can I self-host either model?
Qwen3 235B is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. Kimi K2 and Qwen3 235B Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Sep 20, 2025

    Qwen3 235B: the open MoE Qwen, not the Max SKU

Similar Head-to-Head Comparisons

All Kimi K2 matchups →|All Qwen3 235B matchups →
Kimi K2 vs Kimi Chat 1.5 (previous kimi)Kimi K2 vs Kimi K2.5 Max (next kimi)Qwen3 235B vs Qwen 2.5 Coder 32B (previous qwen)Qwen3 235B vs Qwen QwQ 32B (next qwen)Qwen QwQ 32B vs Kimi K2Qwen 3 Max vs Kimi K2