Models

agnes-2.5-pro-alpha vs kimi-k3

Output tokens cost $0.90 per million on agnes-2.5-pro-alpha and $15.00 per million on kimi-k3. Input tokens cost $0.45 per million on agnes-2.5-pro-alpha and $3.00 per million on kimi-k3. Cached input tokens are billed at $0.00 per million on agnes-2.5-pro-alpha and $0.30 per million on kimi-k3. Context windows are 1,000,000 tokens on agnes-2.5-pro-alpha and 1,048,576 tokens on kimi-k3.

Agnesagnes-2.5-pro-alphaMoonshot AIkimi-k3
Agnes
agnes-2.5-pro-alpha
Agnes · text, image → text

Agnes 2.5 Pro Alpha is Agnes AI’s paid inference model, suitable for advanced coding, scientific reasoning, long-context analysis, agent workflows, and multimodal understanding. The model is accessed via an OpenAI-compatible Chat Completions API.

Input$0.45 /M
Output$0.90 /M
Moonshot AI
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$3.00 /M
Output$15.00 /M

Specs & Pricing

Prices are per million tokens. Latency and throughput are rolling averages measured on AIHubMix.

agnes-2.5-pro-alpha
kimi-k3
Input price
$0.45
$3.00
Output price
$0.90
$15.00
Cache read
$0.00
$0.30
Context window
1,000,000
1,048,576
Max output
65,536
1,048,576
Latency (first token)
-
10.4 s
Throughput
-
21.5 TPS
Modalities
textimage
textimagevideo
Features
thinking
thinkingfunction callingstructured outputs
Endpoints
chat_completions · responses

Promotional prices show the discounted rate; see each model page for promotion windows.

Usage on AIHubMix last 30 days

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

agnes-2.5-pro-alphakimi-k3

Tokens / day

-

Requests / day

-

Live Performance last 3 days

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

agnes-2.5-pro-alphakimi-k3

Throughput (TPS)

-

Latency (s)

-

Uptime (%)

-

Cost Calculator

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

agnes-2.5-pro-alpha
$40.50 /mo
kimi-k3
$405 /mo

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

FAQ

Which is cheaper: agnes-2.5-pro-alpha, kimi-k3?

agnes-2.5-pro-alpha: $0.90/M output tokens; kimi-k3: $15.00/M. Use the cost calculator above to estimate your own workload.

How large is each context window?

agnes-2.5-pro-alpha accepts 1,000,000 and kimi-k3 accepts 1,048,576 input tokens. Maximum output per request is 65,536 tokens on agnes-2.5-pro-alpha and 1,048,576 tokens on kimi-k3.

What inputs and capabilities does each model support?

agnes-2.5-pro-alpha accepts text and image input and supports thinking; kimi-k3 accepts text, image and video input and supports thinking, function calling and structured outputs.

Can I call agnes-2.5-pro-alpha and kimi-k3 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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