Kimi K3 (Moonshot)
Free tier available
- API (Kimi K3)$3 / $15/per 1M tokens (input/output)
- Self-hosted (Free -- K2.6/K2.7 line)$0
- API (Moonshot direct, K2.6)$0.60/per 1M input tokens
Our pickKimi K3 (Moonshot)

Bonsai 27B (PrismML)
Tier-list head-to-head. Kimi K3 (Moonshot) takes the A-tier slot — here's the breakdown.
Spec sheet
| Tier | A-tierwin | B-tier |
| Overall score | 8.1 / 10win | 7.9 / 10 |
| Free tier | Yes | Yes |
| Starting price | $3 / $15 | $0 |
| Best for | Agentic coding workflows, tool-use agents, long-horizon repository work (1M context), and teams who want fr… | On-device AI builders and privacy-first users who want real reasoning, vision, and tool-calling on a phone … |
| Last reviewed | 2026-07-18 | 2026-07-18 |
Head-to-head
Rated 1-10 on the same rubric across all 130 tools we cover.
What you'll pay
Look past the headline number -- entry-tier limits drive most cost surprises.
Free tier available
Free tier available
Kimi K3 (2.8T, launched 2026-07-16) -- Arena.AI ranked it best-available at launch; vendor claims parity with Fable 5, third-party suites pending. Scores below are K2.6/K2.5-era baselines retained until K3 third-party runs publish vs Bonsai 27B (ternary + 1-bit builds of Qwen3.6 27B) -- vendor-published aggregate across 15 benchmarks vs the full-precision baseline (85.0)
These tools have no shared benchmarks to compare.
The decision
Use-case anchors and category strengths, side by side.
Agentic coding workflows, tool-use agents, long-horizon repository work (1M context), and teams who want frontier-tier quality at a fraction of frontier pricing ($15/M output vs Fable 5's $50/M).
Visit Kimi K3 (Moonshot)On-device AI builders and privacy-first users who want real reasoning, vision, and tool-calling on a phone or fanless laptop -- and local-AI hobbyists who want the best capability-per-gigabyte available.
Visit Bonsai 27B (PrismML)Bottom line
Kimi K3 (Moonshot) (A-tier, 8.1/10) and Bonsai 27B (PrismML) (B-tier, 7.9/10) are within margin-of-error of each other on overall score. There's no decisive winner -- the right pick comes down to how you'll actually use the tool, not which scored higher in the abstract. We rate them on the same rubric (ease of use, output quality, value, features), and on this pair the rubric is calling it a draw.
Pricing-wise, both tools have a free tier (Kimi K3 (Moonshot) starts $3 / $15, Bonsai 27B (PrismML) starts $0), so you can test either without committing. Compare what each free tier actually unlocks -- usage caps, model access, and feature gates differ a lot more than the headline price suggests, especially as both vendors have tightened limits in 2026.
By use case: pick Kimi K3 (Moonshot) when agentic coding workflows, tool-use agents, long-horizon repository work (1m context), and teams who want frontier-tier quality at a fraction of frontier pricing ($15/m output vs fable 5's $50/m). Pick Bonsai 27B (PrismML) when on-device ai builders and privacy-first users who want real reasoning, vision, and tool-calling on a phone or fanless laptop -- and local-ai hobbyists who want the best capability-per-gigabyte available. The two tools aren't fighting for the same person -- they're aiming at adjacent jobs that occasionally overlap. If you're squarely in Kimi K3 (Moonshot)'s lane, the tier-list ranking and the use-case fit point the same direction; if you're in Bonsai 27B (PrismML)'s lane, the score gap matters less than the fit.
Bottom line: this pair is a coin flip on raw scores. Choose by use-case fit, free-tier availability, and which one you can actually try without committing. Re-evaluate in 60-90 days -- both vendors are shipping fast in 2026.
Keep digging
Full Kimi K3 (Moonshot) review
Tier A · 8.1/10
Full Bonsai 27B (PrismML) review
Tier B · 7.9/10
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Built from our daily AI-tool sweep, last touched July 18, 2026. Honest tier-list reviews — no affiliate-link pieces disguised as advice. See the rubric or how we review.