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Kimi K3 vs Llama 3.1 405B (reasoning)

Compare Kimi K3 from Moonshot AI and Llama 3.1 405B (reasoning) from Llama on key metrics including benchmarks, price, context length, and other model features. Access both models and hundreds of others through the AIHubMix API.

Moonshot AIKimi K3LlamaLlama 3.1 405B (reasoning)
Moonshot AI logo
Kimi K3
Moonshot AI · text, image, video → text

Kimi K3 is Kimi’s flagship model for long-horizon coding and end-to-end knowledge work, with a 1M-token context window and industry-leading intelligence.

Input$3 /M
Output$15 /M
Cache read$0.3 /M
Llama logo
Llama 3.1 405B (reasoning)
Llama · → text

Input$4 /M
Output$4 /M

Pricing & Specifications

Prices are per million tokens. Time to First Token and throughput are rolling averages measured on AIHubMix.

Kimi K3
Llama 3.1 405B (reasoning)
Input /M
$3
$4
Output /M
$15
$4
Cache read /M
$0.3
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Context length
1,048,576
0
Max output
1,048,576
0
Time to First Token
0.9 s
-
Throughput
73.1 tok/s
-
Modalities
textimagevideo
Supported Parameters
thinkingfunction callingstructured outputs
API Formats
Released
July 16, 2026
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Promotional prices show the discounted rate; see each model page for promotion windows.

Activity Past 30 Days

Daily traffic served through AIHubMix — how demand for each model is trending.

kimi-k3llama-3.1-405b-reasoning

Tokens / day

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Requests / day

-

Performance Past 3 Days

Measured on real AIHubMix traffic, hourly buckets. Gaps mean no traffic in that hour.

kimi-k3llama-3.1-405b-reasoning

Throughput (tok/s)

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TTFT (s)

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Uptime (%)

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LMArena Benchmarks

LMArena ratings by capability (Bradley-Terry, commonly called Elo). Higher is better.

Text
kimi-k3llama-3.1-405b-reasoning
1280136014401520
Overall
13351486
Coding
13751531
Math
13151315
Hard prompts
13411505
Instruction following
13131479
Multi-turn
13391499
Creative writing
13011470
Longer query
13261502
Chinese
13211527
English
13601491

Source: LMArena (arena.ai) leaderboard, imported by AIHubMix. Models without published ratings are omitted per chart.

Cost calculator

Estimate your monthly bill for the same workload on each model.

Llama 3.1 405B (reasoning)
$300 /mo
Kimi K3
$405 /mo

Monthly = daily × 30. Discounted rates applied where a promotion is active.

FAQ

Which is cheaper: Kimi K3, Llama 3.1 405B (reasoning)?

Llama 3.1 405B (reasoning): $4/M output tokens; Kimi K3: $15/M. Use the cost calculator above to estimate your own workload.

How do their coding arena scores compare?

Kimi K3: 1531; Llama 3.1 405B (reasoning): 1375 (LMArena coding leaderboard).

Can I call Kimi K3 and Llama 3.1 405B (reasoning) with the same API key?

Yes. AIHubMix serves every model on this page behind one OpenAI-compatible endpoint, so switching between them is a one-line change to the model field — no second account, key or SDK.

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