Moonshot AI

Executive Summary

What it is: Moonshot's Kimi platform spans consumer plans ($19-$199/mo, purchasable again after July's waitlist), the Kimi Code agent, the new Kimi Claw browser agent, and an API with Kimi K3 (2.8T open-weight flagship, $3/$15 per MTok, $0.30 cache hit, 1M context), K2.7 Code, and K2.6. Source: https://www.kimi.com/membership/pricing

What to watch out for: V1 models and kimi-k2.5 were sunset Aug 31 as planned, the "separated" Kimi/Kimi Code membership plans have been "Coming Soon" for six weeks, enterprise features remain marketing-only, and the K3 web_search tool is flagged as under repair. Source: https://platform.kimi.ai/docs/pricing/chat

Bottom line: K3's open weights plus GitHub Copilot distribution (added Aug 6) make Moonshot the open-weight model with the widest Western reach this month; for production API use, enterprise readiness still trails every Western supplier. Source: https://github.blog/changelog/2026-08-06-kimi-k3-is-now-available-in-github-copilot

Key Terms

  • Kimi K3 - 2.8T-parameter open-weight flagship (released July 17), 1M-token context, $3.00/MTok input (cache miss), $0.30 cache hit, $15.00 output. Always reasons; reasoning_effort low/high/max (default max). Source: Kimi – Chat K3
  • Kimi Claw - Moonshot's browser/agent product line (Web, Android, PC), now listed as a consumer-plan benefit alongside Kimi Code. Source: Kimi – Pricing
  • Swarm / Goal / Dream Memory / Self-evolving Skill - new consumer-plan capabilities shown in the August membership matrix: subtask-swarm execution, persistent goals, memory, and self-improving skills. Source: Kimi – Pricing
  • Separated membership plans (pending) - announced July: "Kimi and Kimi Code benefits will be separated. Existing subscribers are unaffected." Still labeled "Coming Soon" as of September 2. Source: Kimi – Pricing

Latest Changes

Changes since the 2026-07 report.

July watch items verified:

  • moonshot-v1 and kimi-k2.5 sunset on Aug 31: confirmed. The pricing documentation now lists only Kimi K3, K2.7 Code, and K2.6; V1 models (8K/32K/128K) and kimi-k2.5 are gone. Migration target: kimi-k3. Sources: Kimi – Chat , Aitoolsrecap – Ai News August 31 2026
  • Consumer subscription suspension (waitlist since Jul 19): resolved. The membership page no longer shows waitlist language; current plans are purchasable again ("You can still buy the current plan before launch"). The restructured Kimi/Kimi Code plans remain unlabeled "Coming Soon." Source: Kimi – Pricing
  • New membership plan separation: still-pending. The separation announcement has been up for six weeks with no launch. Source: Kimi – Pricing
  • K3 weights adoption: downloads and third-party distribution continued, with Kimi K3 added to GitHub Copilot on August 6, Moonshot's first appearance in Copilot's lineup beyond K2.7. Sources: Hugging Face – Kimi K3 , GitHub – 2026 08 06 Kimi K3 Is Now Available In Github Copilot

New August changes:

  • Deprecation executed (Aug 31): V1 family and kimi-k2.5 removed platform-wide. Source: Kimi – Chat
  • Distribution: Kimi K3 available in GitHub Copilot (Aug 6). Source: GitHub – 2026 08 06 Kimi K3 Is Now Available In Github Copilot
  • Consumer capabilities surfaced: the plan comparison matrix now lists Kimi Claw (Web/Android/PC), Group Chat with Claw, Swarm (running subtasks), Goal, Dream Memory, Self-evolving Skill, plugins, scheduled tasks, website deployment with a database, and K3 extra-long chat up to 1M tokens. Source: Kimi – Pricing
  • Caveat: the K3 web_search tool is flagged "currently being updated; we do not recommend using this functionality in the near term." Source: Kimi – Chat K3

Plans

Plan Price Notes
Moderato $19/mo ($15/mo annual) Agent concurrency, priority queue; annual billing introduced July
Allegretto $39/mo ($31/mo annual) Higher concurrency/credits
Allegro $99/mo ($79/mo annual) Higher tier
Vivace $199/mo ($159/mo annual) Top tier

Agent credit multipliers "more"/2x/5x/10x with an undisclosed base unit (unchanged). All plans purchasable again; new separated Kimi/Kimi Code plans still "Coming Soon." Source: Kimi – Pricing

API Pricing

Model Input (cache miss) Input (cache hit) Output Context
kimi-k3 $3.00/MTok $0.30/MTok $15.00/MTok 1,048,576 tokens
kimi-k2.7-code unchanged from June - unchanged -
kimi-k2.6 unchanged from June - unchanged -

V1 models and kimi-k2.5: removed August 31. Source: Kimi – Chat

Model Performance / Benchmarks

No new benchmark publications in August. Standing July figures: K3 GPQA Diamond 93.5, MMLU-Pro 89.4, AIME 91.2, #1 on Arena.ai Frontend Code Arena, #4 globally per aggregator rankings. Source: Kimi – Kimi K3

Latest News

Sunset Executed, Distribution Expanded (August 2026)

Moonshot completed the V1/K2.5 sunset on schedule on August 31 and landed Kimi K3 in GitHub Copilot on August 6, the clearest validation yet of the open-weight strategy: a Chinese open-weights model distributed through Microsoft's marketplace. Sources: Kimi – Chat , GitHub – 2026 08 06 Kimi K3 Is Now Available In Github Copilot

Consumer Platform Broadens Beyond Chat (August 2026)

The membership matrix now advertises Kimi Claw across web/Android/PC, subtask swarms, persistent goals, memory, and self-evolving skills, positioning the consumer product as a general agent platform rather than a coding chat. Source: Kimi – Pricing

Community Signals

No significant new HN or Reddit threads on Kimi were found in August (July's launch wave, including the 1,000+ point open-infra thread, had subsided). The K3 HuggingFace weights remain the reference point for open-weight adoption: Hugging Face – Kimi K3

Enterprise Readiness

Feature Available? Details
SSO (SAML/OIDC) No Not documented.
SCIM No Not documented.
Audit logs No Not documented.
IP indemnity No Not documented.
Data residency No Not documented.
HIPAA No Not documented.
Air-gapped / on-prem Partial K3 open weights (Kimi K3 License) allow self-hosting outside Moonshot's platform. Source: Hugging Face – Kimi K3
SLA No Marketing language only ("SLA backed reliability"), unchanged.
Admin controls (RBAC) Partial Daily spending limits and balance alerts (added July); no user management. Source: Kimi

Terms explained:

  • Open weights - the model's trained parameters are published for anyone to download and run themselves, subject to the Kimi K3 License; distinct from open source when the license carries restrictions. Source: Hugging Face – Kimi K3

Transparency Gaps

Gap Details Severity
Enterprise program "Kimi Enterprise" remains marketing language with no documented features, two months running. High
Agent credit base unit Multipliers (2x/5x/10x) still have no published base amount. Medium
Separated plans The membership restructure has been "Coming Soon" for six weeks with no date or pricing. Medium
K3 web_search status Degraded/under repair with no timeline. Low