Quants of Qwen/Qwen3.8-27B. What this repo adds over the other GGUF builds of the same model is not the files: it is a measured answer to *how far down you can quantize before an agent stops working*, and the honesty about how noisy that measurement is. The two top rungs sit above the 3.40-bpw build that scores 40/40, but they were not put through the benchmark themselves — "not measured" here means exactly that, not "assumed fine". `IQ1_M-compact` is the build that Elffuss Claw loads on WebGPU — one tab, one machine, no install and no sharding across devices — through Elffuss Engine (Apache-2.0), which reads a **standard GGUF over HTTP** by range requests and dequantises inside the shader. It is slow and the first load is several gigabytes; it answers, it does not feel instant. Note the row above: at 1.94 bpw this build is for text, not for driving tools.

Text generation

Input Text→ Output Text

Price not verifiedCheck multimodal and channel pricing separately

View details ↗

CompareSource / docs ↗

Qwen3-Coder-30B-A3B-Instruct-IQ2_M-GGUF

KikoCis

基础档案已收录，详细介绍后续补充。可先查看厂商、分类与来源。

Basic profile indexed · More details to follow

Category pending

Input Not verified→ Output Not verified

Price not verifiedCheck multimodal and channel pricing separately

View details ↗

CompareSource / docs ↗

COST EXPLORER

Great models. Clear costs.

Cost analysis

Adjust monthly token usage to compare estimated API costs.

Monthly input tokens 10 MMonthly output tokens 2 M1 M = 1 million tokens · USD
Compares base text-token rates within the same channel

Uses collected, comparable USD-per-million-token rates. Snapshots exclude cache discounts, tiers, extra reasoning output and taxes. Check current source prices.

MODEL HANDBOOK

Understand before you choose

Selection guide & FAQ

How should API prices be compared?+

Separate input, output and cache rates, then estimate the same workload. Image, audio and video rates may use items, duration or resolution rather than tokens.

Do open weights mean free commercial use?+

Not necessarily. Check each version’s license, commercial restrictions and policies. Self-hosting also incurs compute and maintenance costs.

Is the top-ranked model the best for me?+

Rankings depend on tasks, versions and methods. Compare accuracy, latency, reliability and costs on your own workload.

Find your ideal AI model.

Explore AI models 7

DeepHat-V1-7B-GGUF

LFM2.5-2.6B-GGUF

MiniCPM5-2B-Elffuss-Code-GGUF

Ornith-1.0-9B-Ollama-fixed-GGUF

Qwen3.6-35B-A3B-IQ2_M-GGUF

Qwen3.8-27B-GGUF

Qwen3-Coder-30B-A3B-Instruct-IQ2_M-GGUF

No matching models

Great models. Clear costs.

Understand before you choose

Follow trends. Find tools. Explore models.