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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. Anthropic Claude Sonnet Latest vs MoonshotAI: Kimi K2 0711

Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)

Anthropic Claude Sonnet Latest vs MoonshotAI: Kimi K2 0711 benchmark

In this head-to-head showdown, MoonshotAI: Kimi K2 0711 is more budget-friendly at $2.3/1M 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 Anthropic Claude Sonnet Latest if your priority is peak reasoning, complex code generation, and top preference Elo. Choose MoonshotAI: Kimi K2 0711 if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Executive Verdict Summary

MoonshotAI: Kimi K2 0711 holds empirical advantage (2 of 3 metrics)

Coding / SWESWE-bench
MoonshotAI: Kimi K2 0711Top code solve rate
ReasoningGPQA / Live
MoonshotAI: Kimi K2 0711Top logical accuracy
Best Value$/1M Tok
MoonshotAI: Kimi K2 0711Lowest API billing cost
Speed / TokTok/Sec
MoonshotAI: Kimi K2 0711Fastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

Anthropic Claude Sonnet Latest (1)MoonshotAI: Kimi K2 0711 (2)
Anthropic Claude Sonnet Latest
1 of 3 Wins
✓Context window
MoonshotAI: Kimi K2 0711
2 of 3 Wins
✓Input price✓Output price
~anthropic
Leads 1 of 3
Anthropic Claude Sonnet Latest

Auto-discovered from OpenRouter (~anthropic/claude-sonnet-latest). Preview until a second source matches.

In: $2 · Out: $10/1M
Moonshot
Leads 2 of 3
MoonshotAI: Kimi K2 0711

Auto-discovered from OpenRouter (moonshotai/kimi-k2). Preview until a second source matches.

K2 BaseElo 1,465In: $0.57 · Out: $2.3/1M
Top Rival Showdowns for Anthropic Claude Sonnet Latest
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar LeaderMoonshotAI: Kimi K2 0711 Wins

MoonshotAI: Kimi K2 0711

$2.3 / 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 standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

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

Anthropic Claude Sonnet Latest (1)vsMoonshotAI: Kimi K2 0711 (9)
Anthropic Claude Sonnet Latest: 1W (10%)Overall: MoonshotAI: Kimi K2 0711MoonshotAI: Kimi K2 0711: 9W (90%)
← Anthropic Claude Sonnet LatestMoonshotAI: Kimi K2 0711 →
🏆MoonshotAI: Kimi K2 0711 Leads(5/5)

Intelligence & Reasoning

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

Benchmark
Anthropic Claude Sonnet LatestvsMoonshotAI: Kimi K2 0711
Preference Elo
—vs1,465
Coding Elo
—vs1,470
SWE-bench
—vs65.8%
LiveBench
—vs62.8%
GPQA Diamond
—vs76.5%
Anthropic Claude Sonnet Latest: 0WMoonshotAI: Kimi K2 0711: 5W
🏆MoonshotAI: Kimi K2 0711 Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Anthropic Claude Sonnet LatestvsMoonshotAI: Kimi K2 0711
Output speed
—vs85 tok/s
Time to first token
—vs240 ms
Anthropic Claude Sonnet Latest: 0WMoonshotAI: Kimi K2 0711: 2W
🏆MoonshotAI: Kimi K2 0711 Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Anthropic Claude Sonnet LatestvsMoonshotAI: Kimi K2 0711
Output price
$10/1Mvs$2.3/1M+$7.7/1M
Input price
$2/1Mvs$0.57/1M+$1.43/1M
Context window
1Mvs131k+869k
Anthropic Claude Sonnet Latest: 1WMoonshotAI: Kimi K2 0711: 2W

Side-by-Side Benchmark Matrix

Anthropic Claude Sonnet LatestMoonshotAI: Kimi K2 0711
Preference Elo
Anthropic Claude Sonnet Latest—
MoonshotAI: Kimi K2 07111,465
Coding Elo
Anthropic Claude Sonnet Latest—
MoonshotAI: Kimi K2 07111,470
LiveBench
Anthropic Claude Sonnet Latest—
MoonshotAI: Kimi K2 071162.8%
SWE-bench
Anthropic Claude Sonnet Latest—
MoonshotAI: Kimi K2 071165.8%
GPQA Diamond
Anthropic Claude Sonnet Latest—
MoonshotAI: Kimi K2 071176.5%
Time to first token
Anthropic Claude Sonnet Latest—
MoonshotAI: Kimi K2 0711240 ms
Output speed
Anthropic Claude Sonnet Latest—
MoonshotAI: Kimi K2 071185 tok/s
Input priceMoonshotAI: Kimi K2 0711 +$1.43/1M
Anthropic Claude Sonnet Latest$2/1M
MoonshotAI: Kimi K2 0711$0.57/1M
Output priceMoonshotAI: Kimi K2 0711 +$7.7/1M
Anthropic Claude Sonnet Latest$10/1M
MoonshotAI: Kimi K2 0711$2.3/1M
Context windowAnthropic Claude Sonnet Latest +869k
Anthropic Claude Sonnet Latest1M
MoonshotAI: Kimi K2 0711131k
BenchmarkAnthropic Claude Sonnet LatestMoonshotAI: Kimi K2 0711Advantage Delta
Preference Elo—
1,465
lmarena · Aug 17, 2026
—
Coding Elo—
1,470
lmarena · Aug 17, 2026
—
LiveBench—
62.8%
livebench · Aug 17, 2026
—
SWE-bench—
65.8%
swebench · Aug 17, 2026
—
GPQA Diamond—
76.5%
seed-bootstrap · Aug 1, 2026
—
Time to first token—
240 ms
seed-bootstrap · Aug 1, 2026
—
Output speed—
85 tok/s
seed-bootstrap · Aug 1, 2026
—
Input price
$2/1M
openrouter · Aug 17, 2026
$0.57/1M
openrouter · Aug 17, 2026
+$1.43/1M
Output price
$10/1M
openrouter · Aug 17, 2026
$2.3/1M
openrouter · Aug 17, 2026
+$7.7/1M
Context window
1M
openrouter · Aug 17, 2026
131k
openrouter · Aug 17, 2026
+869k

Workload Cost & Savings Calculator

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

Save 75% with MoonshotAI: Kimi K2 0711
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Anthropic Claude Sonnet Latest$220.00 / mo
In: $70Out: $150
MoonshotAI: Kimi K2 0711$54.45 / mo
In: $19.95Out: $34.5
Estimated Cost Delta

MoonshotAI: Kimi K2 0711 is estimated to save $165.55/month ($1,987/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    MoonshotAI: Kimi K2 0711:Pick MoonshotAI: Kimi K2 0711 when you are optimizing output cost.
  • 2
    Anthropic Claude Sonnet Latest:Pick Anthropic Claude Sonnet Latest for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatMoonshotAI: Kimi K2 0711

Lower output list price ($2.3/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGAnthropic Claude Sonnet Latest

Larger window (1M).

Screenshots / visionMoonshotAI: Kimi K2 0711

MoonshotAI: Kimi K2 0711 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatMoonshotAI: Kimi K2 0711Lower output list price ($2.3/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGAnthropic Claude Sonnet LatestLarger window (1M).
Screenshots / visionMoonshotAI: Kimi K2 0711MoonshotAI: Kimi K2 0711 is the side marked multimodal in the catalog.

Cast Your Matchup Vote

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
~anthropic

Anthropic Claude Sonnet Latest

Elo n/a
SWE-bench—
Speed (tok/s)1M
Input / 1M Tokens$2/1M
Output / 1M Tokens$10/1M
Moonshot

MoonshotAI: Kimi K2 0711

Elo 1,465
SWE-bench65.8%
Speed (tok/s)85 tok/s
Input / 1M Tokens$0.57/1M
Output / 1M Tokens$2.3/1M

Frequently Asked Questions

Which is better overall, Anthropic Claude Sonnet Latest or MoonshotAI: Kimi K2 0711?
We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, Anthropic Claude Sonnet Latest or MoonshotAI: Kimi K2 0711?
SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?
MoonshotAI: Kimi K2 0711 output tokens are $2.3/1M versus $10/1M. Input prices and retry rates still move the real bill.
Which is faster, Anthropic Claude Sonnet Latest or MoonshotAI: Kimi K2 0711?
We do not have TTFT for both models.
Which has the larger context window?
Anthropic Claude Sonnet Latest accepts 1M tokens versus 131k.
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. Anthropic Claude Sonnet Latest and MoonshotAI: Kimi K2 0711 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Anthropic Claude Sonnet Latest matchups →|All MoonshotAI: Kimi K2 0711 matchups →
MoonshotAI: Kimi K2 0711 vs Kimi Chat 1.5 (previous kimi)MoonshotAI: Kimi K2 0711 vs MoonshotAI: Kimi K2.5 (next kimi)Kimi K3 vs MoonshotAI: Kimi K2 0711Claude Opus 4.5 vs MoonshotAI: Kimi K2 0711Claude Opus 4.6 vs MoonshotAI: Kimi K2 0711Claude Sonnet 4.5 vs MoonshotAI: Kimi K2 0711