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Model details

Kimi K3

Kimi K3 is built on Moonshot's Kimi Delta Attention and Attention Residuals architecture, a 2.8-trillion-parameter design that the lab describes as the world's first open 3T-class model. That scale, combined with native vision input and a one-million-token context window, lets the model take on long-horizon coding agents, large document analysis, and multi-step reasoning in a single pass. Its open-weight release makes it unusually capable for a model that can be self-hosted or fine-tuned, rather than locked behind a closed API, and Fireworks AI markets it as "frontier intelligence you can own."

In Moonshot's own evaluation suite, Kimi K3 consistently outperforms other open models and lands within a fraction of a point of leading proprietary systems on coding and agent benchmarks, including a reported 92.4% versus a top closed model's 92.6% on roughly 1,030 agent-based software development tasks. Independent commentary characterizes it as the strongest open model in raw capability while still trailing the closed frontier by several months in aggregate, with performance that looks jagged across tasks. For teams already integrated with Fireworks, the combination of sizeable context, open weights, and tool-use support makes it a practical fit for sustained coding workflows, structured knowledge work, and retrieval-heavy assistants where owning the weights and inference stack matters.

Fireworks AIaccounts/fireworks/models/kimi-k3kimi-k3

Quick Info

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Provider
Fireworks AI
Model key
accounts/fireworks/models/kimi-k3
Release date
Jul 27, 2026
Last updated
Jul 27, 2026
Input modalities
Output modalities
Capabilities

Cost

Input token cost
$3.00
Output token cost
$15.00

Limits

Output tokens
131,072 tokens
Context window
1,048,576 tokens

OpenCode

Model variants

Priority

Input
$3.75
per 1M tokens
Output
$18.75
per 1M tokens
Cache Read
$0.375
per 1M tokens

Transparent token rates

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Rates are shown per one million tokens. Combined means one million input plus one million output tokens.

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Latest news about Kimi K3

Fireworks AI

Official sourceAnnouncement

Fireworks' official launch post (published 7/27/2026) confirms that Kimi K3 is available Day-0 on Fireworks for both inference and training as an open-weight model, with US-hosted inference and zero data retention aimed at regulated industries. The post describes Kimi Delta Attention as enabling faster tokens at lower The launch framing positions open models as having "crossed the line" to match closed frontier quality at a fraction of the cost, encouraging teams to default to an open model like Kimi K3 and only route to specialized intelligence where tasks demand it. It emphasizes that training a 3T-class model can start from a lap

Fireworks AI

Official sourceAnnouncement

The Fireworks blog index lists Kimi K3–related posts spanning late July through August 26, 2026, including the model's Day-0 launch ("Kimi K3 on Fireworks: Frontier Intelligence You Can Own," 7/27/2026), a LoRA training guide ("Make Kimi K3 Yours: LoRA Training on Fireworks," 7/26/2026), a partner post-training case st The same index shows broader model-release cadence around Kimi K3, including DeepSeek V4 Pro topping SWE-Bench with 3x lower cost per task (8/26/2026), Trilogy's open-weight cybersecurity playbook with Kimi K3 (7/26/2026), and the claim that "Kimi K3 is competitive with Fable; Kimi K3 + Fable is SoTA" (7/21/2026). Earl

Fireworks AI

CoverageRelease Notes

GitHub announced on August 6, 2026 that Kimi K3 is generally available in GitHub Copilot, hosted by GitHub on Fireworks AI under usage-based billing at provider list pricing. The post documents a brief rollout pause due to a GitHub Actions incident that was later resumed the same day, with final pricing set at $3 per 1 Business and Enterprise administrators must explicitly enable the Kimi K3 policy in Copilot settings; if left off, the model remains unavailable to the organization, and GitHub recommends that admins review open-weight models against their own security, compliance, and data-governance requirements before enabling. The

Fireworks AI

Coverage

A July 21, 2026 benchmark from Fireworks AI compared Moonshot's open Kimi K3 model against Anthropic's Fable 5 on roughly 1,030 agent-based software development tasks, scoring Kimi K3 at 92.4% versus Fable 5 at 92.6%, placing the two within a fraction of a point of each other. On long-running agent processes the report For developers evaluating Fireworks AI's hosted Kimi K3 endpoint, the comparison implies near-parity agent coding performance at a substantially lower token cost for sustained workflows, though the underlying Fireworks benchmark page itself was not surfaced in the scraping set and is referenced only second-hand. The re

Fireworks AI

CoverageBenchmark

Simon Willison's July 16, 2026 post documents Moonshot AI's Kimi K3 launch as a 2.8-trillion-parameter model, positioned as the first "open 3T-class" release, with open weights promised by July 27, 2026 and immediate availability via Moonshot's website, API, and consumer products. Moonshot's self-reported benchmarks pl For developers using Fireworks AI's OpenAI-compatible endpoint, the post confirms relevant pricing context at $3 per million input tokens and $15 per million output tokens, matching Anthropic's Sonnet tier and making Kimi K3 the most expensive Chinese-lab release to date (up from $0.95/$4 for K2.6). Willison's hands-on

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