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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

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  3. Claude Opus 5 vs Kimi K3

Pairwise benchmark snapshot · Aug 16, 2026

Claude Opus 5 vs Kimi K3 benchmark

In this head-to-head showdown, Claude Opus 5 delivers higher overall intelligence and human-preferred responses (Elo 1,624 vs 1,528), while Claude Opus 5 leads in SWE-bench software engineering benchmarks (79.2%), while Kimi K3 is more budget-friendly at $2.5/1M per 1M output tokens, while Claude Opus 5 provides faster response streaming (72 tok/s). Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose Claude Opus 5 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Kimi K3 if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

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

Claude Opus 5 (6)Kimi K3 (4)
Claude Opus 5
6 of 10 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓SWE-bench✓Output speed✓Context window
Kimi K3
4 of 10 Wins
✓GPQA Diamond✓Time to first token✓Input price✓Output price
Anthropic
Leads 6 of 10 metrics
Claude Opus 5

Anthropic current default flagship. Official API $5/$25 per 1M tokens and a 1M context window (Anthropic, Jul 24 2026).

Elo 1,624$25/1M out
Moonshot
Leads 4 of 10 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

Claude Opus 5 Thinking Depth & Cost Scaler

Model A

Simulate accuracy gains vs added response time & token cost

Mode: Medium (16k budget)

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
310 ms
Standard speed
Reasoning Depth
~3,200
Internal tokens
Cost / 1k Calls
$90.00
9.0× standard bill
Accuracy Boost
+5.2% accuracy
STEM & SWE-bench

Kimi K3 Thinking Depth & Cost Scaler

Model B

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 Claude Opus 5
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderClaude Opus 5 Wins

Claude Opus 5

Δ 96 Arena Elo pts

Throughput LeaderClaude Opus 5 Wins

Claude Opus 5

72 tok/s

Value per Dollar LeaderKimi K3 Wins

Kimi K3

$2.5 / 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.

Claude Opus 5 (6)vsKimi K3 (4)
Claude Opus 5: 6W (60%)Overall: Claude Opus 5Kimi K3: 4W (40%)
← Claude Opus 5Kimi K3 →
🏆Claude Opus 5(4/5)

Intelligence & Reasoning

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

Benchmark
Claude Opus 5vsKimi K3
Preference Elo
1,624vs1,528+96
Coding Elo
1,618vs1,535+83
SWE-bench
79.2%vs73.8%+5.4%
LiveBench
74.8%vs69.5%+5.3%
GPQA Diamond
87.1%vs88.4%+1.3%
Claude Opus 5: 4WKimi K3: 1W
Tied (1-1)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude Opus 5vsKimi K3
Output speed
72 tok/svs68 tok/s+4 tok/s
Time to first token
310 msvs290 ms+20 ms
Claude Opus 5: 1WKimi K3: 1W
🏆Kimi K3(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Claude Opus 5vsKimi K3
Output price
$25/1Mvs$2.5/1M+$22.5/1M
Input price
$5/1Mvs$0.6/1M+$4.4/1M
Context window
1Mvs262k+738k
Claude Opus 5: 1WKimi K3: 2W

Side-by-Side Benchmark Matrix

Preference Elo+96
Claude Opus 51,624
seed-bootstrap · Aug 16, 2026
Kimi K31,528
seed-bootstrap · Aug 1, 2026
Coding Elo+83
Claude Opus 51,618
seed-bootstrap · Aug 16, 2026
Kimi K31,535
seed-bootstrap · Aug 1, 2026
LiveBench+5.3%
Claude Opus 574.8%
seed-bootstrap · Aug 16, 2026
Kimi K369.5%
seed-bootstrap · Aug 1, 2026
SWE-bench+5.4%
Claude Opus 579.2%
seed-bootstrap · Aug 16, 2026
Kimi K373.8%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+1.3%
Claude Opus 587.1%
seed-bootstrap · Aug 16, 2026
Kimi K388.4%
seed-bootstrap · Aug 1, 2026
Time to first token+20 ms
Claude Opus 5310 ms
seed-bootstrap · Aug 16, 2026
Kimi K3290 ms
seed-bootstrap · Aug 1, 2026
Output speed+4 tok/s
Claude Opus 572 tok/s
seed-bootstrap · Aug 16, 2026
Kimi K368 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$4.4/1M
Claude Opus 5$5/1M
seed-bootstrap · Aug 16, 2026
Kimi K3$0.6/1M
seed-bootstrap · Aug 1, 2026
Output price+$22.5/1M
Claude Opus 5$25/1M
seed-bootstrap · Aug 16, 2026
Kimi K3$2.5/1M
seed-bootstrap · Aug 1, 2026
Context window+738k
Claude Opus 51M
seed-bootstrap · Aug 16, 2026
Kimi K3262k
seed-bootstrap · Aug 1, 2026
BenchmarkClaude Opus 5Kimi K3Advantage Delta
Preference Elo
1,624
seed-bootstrap · Aug 16, 2026
1,528
seed-bootstrap · Aug 1, 2026
+96
Coding Elo
1,618
seed-bootstrap · Aug 16, 2026
1,535
seed-bootstrap · Aug 1, 2026
+83
LiveBench
74.8%
seed-bootstrap · Aug 16, 2026
69.5%
seed-bootstrap · Aug 1, 2026
+5.3%
SWE-bench
79.2%
seed-bootstrap · Aug 16, 2026
73.8%
seed-bootstrap · Aug 1, 2026
+5.4%
GPQA Diamond
87.1%
seed-bootstrap · Aug 16, 2026
88.4%
seed-bootstrap · Aug 1, 2026
+1.3%
Time to first token
310 ms
seed-bootstrap · Aug 16, 2026
290 ms
seed-bootstrap · Aug 1, 2026
+20 ms
Output speed
72 tok/s
seed-bootstrap · Aug 16, 2026
68 tok/s
seed-bootstrap · Aug 1, 2026
+4 tok/s
Input price
$5/1M
seed-bootstrap · Aug 16, 2026
$0.6/1M
seed-bootstrap · Aug 1, 2026
+$4.4/1M
Output price
$25/1M
seed-bootstrap · Aug 16, 2026
$2.5/1M
seed-bootstrap · Aug 1, 2026
+$22.5/1M
Context window
1M
seed-bootstrap · Aug 16, 2026
262k
seed-bootstrap · Aug 1, 2026
+738k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 89% with Kimi K3
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Claude Opus 5$550.00 / mo
In: $175Out: $375
Kimi K3$58.50 / mo
In: $21Out: $37.5
Estimated Cost Delta

Kimi K3 is estimated to save $491.50/month ($5,898/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Claude Opus 5:Pick Claude Opus 5 when repo-level coding accuracy is the constraint.
  • 2
    Kimi K3:Pick Kimi K3 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 agentsClaude Opus 5

Higher SWE-bench (79.2%).

High-volume chatKimi K3

Lower output list price ($2.5/1M).

Voice / low-latency UIKimi K3

Lower TTFT (290 ms).

Long-document RAGClaude Opus 5

Larger window (1M).

Screenshots / visionClaude Opus 5

Both accept images. Defaulting to the higher-Elo side (Claude Opus 5).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsClaude Opus 5Higher SWE-bench (79.2%).
High-volume chatKimi K3Lower output list price ($2.5/1M).
Voice / low-latency UIKimi K3Lower TTFT (290 ms).
Long-document RAGClaude Opus 5Larger window (1M).
Screenshots / visionClaude Opus 5Both accept images. Defaulting to the higher-Elo side (Claude Opus 5).

Related Editorial Dispatches & Benchmark Notes

View all news
compareAug 10, 2026

Sonnet vs Opus in 2026: same family, different invoice

Usually Sonnet 5 vs Opus 5. Coding delta versus output $/1M. The workhorse question.

compareJul 24, 2026

Claude vs Gemini: coding, Elo, and output price — not a brand mashup

Top Anthropic vs top Google. Usually Opus 5 vs 3.6 Pro. Two different invoices.

compareJul 24, 2026

Claude vs GPT benchmark: this hub always remaps to the current Elo leaders

Not a frozen 2025 article. Today that is usually Opus 5 vs GPT-5.6 Sol. Dated cells, not a brand fight.

launchJul 24, 2026

Claude Opus 5 is Anthropic’s default flagship — how to read it on CompareLLM

Jul 24 2026 official API at $5/$25 and a 1M window. Preference Elo is taste, not a coding exam.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Anthropic

Claude Opus 5

Elo 1,624
SWE-bench79.2%
Speed (tok/s)72 tok/s
Input / 1M Tokens$5/1M
Output / 1M Tokens$25/1M
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

Frequently Asked Questions

Which is better overall, Claude Opus 5 or Kimi K3?
Claude Opus 5 has the higher preference Elo in our latest snapshot (1,624). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude Opus 5 or Kimi K3?
Claude Opus 5 leads SWE-bench at 79.2% vs 73.8%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Kimi K3 output tokens are $2.5/1M versus $25/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Opus 5 or Kimi K3?
Kimi K3 has the lower time-to-first-token (290 ms vs 310 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Claude Opus 5 accepts 1M tokens versus 262k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
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. Claude Opus 5 and Kimi K3 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • compare · Aug 10, 2026

    Sonnet vs Opus in 2026: same family, different invoice

  • compare · Jul 24, 2026

    Claude vs Gemini: coding, Elo, and output price — not a brand mashup

  • compare · Jul 24, 2026

    Claude vs GPT benchmark: this hub always remaps to the current Elo leaders

  • launch · Jul 24, 2026

    Claude Opus 5 is Anthropic’s default flagship — how to read it on CompareLLM

Similar Head-to-Head Comparisons

All Claude Opus 5 matchups →|All Kimi K3 matchups →
Claude Opus 5 vs Claude Opus 4.8 (previous opus)Kimi K3 vs Kimi K2.5 Max (previous kimi)Claude Fable 5 vs Claude Opus 5Claude Opus 4.6 vs Kimi K3Claude Opus 4.5 vs Kimi K3Claude Sonnet 5 vs Kimi K3