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  3. Kimi K3 vs Qwen3 235B

Pairwise benchmark snapshot · Aug 1, 2026

Kimi K3 vs Qwen3 235B benchmark

In this head-to-head showdown, Kimi K3 delivers higher overall intelligence and human-preferred responses (Elo 1,528 vs 1,440), while Kimi K3 leads in SWE-bench software engineering benchmarks (73.8%), while Qwen3 235B is more budget-friendly at $0.88/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose Kimi K3 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 K3 (6)Qwen3 235B (3)
Kimi K3
6 of 9 Wins
✓Preference Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Time to first token✓Context window
Qwen3 235B
3 of 9 Wins
✓Output speed✓Input price✓Output price
Moonshot
Leads 6 of 9 metrics
Kimi K3

Moonshot AI frontier flagship reasoning and agent swarm model with 256k context and top-tier SWE-bench coding capability.

Elo 1,528$2.5/1M out
Alibaba
Leads 3 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 K3 vs Qwen3 235B. Alternative family tiers available.

Active: Kimi K3
Kimi K2.5 Max$2Kimi K2$1.4Kimi Chat 1.5$0.8

Kimi K3 Thinking Depth & Cost Scaler

Model A

Simulate accuracy gains vs added response time & token cost

Mode: Medium (Deep Reasoning)

Reasoning models “think before answering” by generating internal reasoning tokens. Higher effort improves math, coding, and logic accuracy, but increases response delay and token costs.

Thinking Delay
290 ms
Standard speed
Reasoning Depth
~2,500
Internal tokens
Cost / 1k Calls
$7.30
7.0× standard bill
Accuracy Boost
+5.5% accuracy
STEM & SWE-bench
Top Rival Showdowns for Kimi K3
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference LeaderKimi K3 Wins

Kimi K3

Δ 88 Arena Elo pts

Throughput LeaderQwen3 235B Wins

Qwen3 235B

74 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 K3 (7)vsQwen3 235B (3)
Kimi K3: 7W (70%)Overall: Kimi K3Qwen3 235B: 3W (30%)
← Kimi K3Qwen3 235B →
🏆Kimi K3(5/5)

Intelligence & Reasoning

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

Benchmark
Kimi K3vsQwen3 235B
Preference Elo
1,528vs1,440+88
Coding Elo
1,535vs—
SWE-bench
73.8%vs59.4%+14.4%
LiveBench
69.5%vs63.5%+6%
GPQA Diamond
88.4%vs76.8%+11.6%
Kimi K3: 5WQwen3 235B: 0W
Tied (1-1)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Kimi K3vsQwen3 235B
Output speed
68 tok/svs74 tok/s+6 tok/s
Time to first token
290 msvs320 ms+30 ms
Kimi K3: 1WQwen3 235B: 1W
🏆Qwen3 235B(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Kimi K3vsQwen3 235B
Output price
$2.5/1Mvs$0.88/1M+$1.62/1M
Input price
$0.6/1Mvs$0.22/1M+$0.38/1M
Context window
262kvs131k+131k
Kimi K3: 1WQwen3 235B: 2W

Side-by-Side Benchmark Matrix

Preference Elo+88
Kimi K31,528
seed-bootstrap · Aug 1, 2026
Qwen3 235B1,440
seed-bootstrap · Aug 1, 2026
Coding Elo
Kimi K31,535
seed-bootstrap · Aug 1, 2026
Qwen3 235B—
LiveBench+6%
Kimi K369.5%
seed-bootstrap · Aug 1, 2026
Qwen3 235B63.5%
seed-bootstrap · Aug 1, 2026
SWE-bench+14.4%
Kimi K373.8%
seed-bootstrap · Aug 1, 2026
Qwen3 235B59.4%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+11.6%
Kimi K388.4%
seed-bootstrap · Aug 1, 2026
Qwen3 235B76.8%
seed-bootstrap · Aug 1, 2026
Time to first token+30 ms
Kimi K3290 ms
seed-bootstrap · Aug 1, 2026
Qwen3 235B320 ms
seed-bootstrap · Aug 1, 2026
Output speed+6 tok/s
Kimi K368 tok/s
seed-bootstrap · Aug 1, 2026
Qwen3 235B74 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$0.38/1M
Kimi K3$0.6/1M
seed-bootstrap · Aug 1, 2026
Qwen3 235B$0.22/1M
seed-bootstrap · Aug 1, 2026
Output price+$1.62/1M
Kimi K3$2.5/1M
seed-bootstrap · Aug 1, 2026
Qwen3 235B$0.88/1M
seed-bootstrap · Aug 1, 2026
Context window+131k
Kimi K3262k
seed-bootstrap · Aug 1, 2026
Qwen3 235B131k
seed-bootstrap · Aug 1, 2026
BenchmarkKimi K3Qwen3 235BAdvantage Delta
Preference Elo
1,528
seed-bootstrap · Aug 1, 2026
1,440
seed-bootstrap · Aug 1, 2026
+88
Coding Elo
1,535
seed-bootstrap · Aug 1, 2026
——
LiveBench
69.5%
seed-bootstrap · Aug 1, 2026
63.5%
seed-bootstrap · Aug 1, 2026
+6%
SWE-bench
73.8%
seed-bootstrap · Aug 1, 2026
59.4%
seed-bootstrap · Aug 1, 2026
+14.4%
GPQA Diamond
88.4%
seed-bootstrap · Aug 1, 2026
76.8%
seed-bootstrap · Aug 1, 2026
+11.6%
Time to first token
290 ms
seed-bootstrap · Aug 1, 2026
320 ms
seed-bootstrap · Aug 1, 2026
+30 ms
Output speed
68 tok/s
seed-bootstrap · Aug 1, 2026
74 tok/s
seed-bootstrap · Aug 1, 2026
+6 tok/s
Input price
$0.6/1M
seed-bootstrap · Aug 1, 2026
$0.22/1M
seed-bootstrap · Aug 1, 2026
+$0.38/1M
Output price
$2.5/1M
seed-bootstrap · Aug 1, 2026
$0.88/1M
seed-bootstrap · Aug 1, 2026
+$1.62/1M
Context window
262k
seed-bootstrap · Aug 1, 2026
131k
seed-bootstrap · Aug 1, 2026
+131k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 64% 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 K3$58.50 / mo
In: $21Out: $37.5
Qwen3 235B$20.90 / mo
In: $7.7Out: $13.2
Estimated Cost Delta

Qwen3 235B is estimated to save $37.60/month ($451/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Kimi K3:Pick Kimi K3 when repo-level coding accuracy is the constraint.
  • 2
    Qwen3 235B:Pick Qwen3 235B when you are optimizing output cost.
  • 3
    Kimi K3:Pick Kimi K3 when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsKimi K3

Higher SWE-bench (73.8%).

High-volume chatQwen3 235B

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

Voice / low-latency UIKimi K3

Lower TTFT (290 ms).

Long-document RAGKimi K3

Larger window (262k).

Screenshots / visionKimi K3

Kimi K3 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsKimi K3Higher SWE-bench (73.8%).
High-volume chatQwen3 235BLower output list price ($0.88/1M).
Voice / low-latency UIKimi K3Lower TTFT (290 ms).
Long-document RAGKimi K3Larger window (262k).
Screenshots / visionKimi K3Kimi K3 is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchJun 8, 2026

Kimi K3: Moonshot’s long-context open-weight competitive row

Jun 2026. The Kimi vs GPT hub remaps to the top Moonshot Elo vs top OpenAI Elo.

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 K3

Elo 1,528
SWE-bench73.8%
Speed (tok/s)68 tok/s
Input / 1M Tokens$0.6/1M
Output / 1M Tokens$2.5/1M
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 K3 or Qwen3 235B?
Kimi K3 has the higher preference Elo in our latest snapshot (1,528). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Kimi K3 or Qwen3 235B?
Kimi K3 leads SWE-bench at 73.8% 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 $2.5/1M. Input prices and retry rates still move the real bill.
Which is faster, Kimi K3 or Qwen3 235B?
Kimi K3 has the lower time-to-first-token (290 ms vs 320 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Kimi K3 accepts 262k tokens versus 131k.
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 K3 and Qwen3 235B Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Jun 8, 2026

    Kimi K3: Moonshot’s long-context open-weight competitive row

  • launch · Sep 20, 2025

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

Similar Head-to-Head Comparisons

All Kimi K3 matchups →|All Qwen3 235B matchups →
Kimi K3 vs Kimi K2.5 Max (previous kimi)Qwen3 235B vs Qwen 2.5 Coder 32B (previous qwen)Qwen3 235B vs Qwen QwQ 32B (next qwen)Qwen 3 Max vs Kimi K3Qwen QwQ 32B vs Kimi K3Kimi K2 vs Qwen3 235B