AI agents · OpenClaw · self-hosting · automation

Quick Answer

Qwen3.8 Max vs Muse Spark 1.2 vs GPT-5.6 Sol (Aug 2026)

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The Short Answer

For coding and agents in August 2026: GPT-5.6 Sol is the strongest all-rounder (best terminal-agent scores), Qwen3.8 Max leads on agentic computer use and research tasks and goes open-weight ~Aug 12, and Muse Spark 1.2 is the cheapest — mid-pack quality but unbeatable on price via Meta’s Contributor tier.

Head-to-Head

Qwen3.8 MaxMuse Spark 1.2GPT-5.6 Sol
VendorAlibabaMetaOpenAI
ReleasedAug 3, 2026Aug 5, 2026Jul 9, 2026
Params2.4T MoE (~95B active)UndisclosedUndisclosed
Context1M tokens1M tokens1.05M tokens
Open weight?✅ ~Aug 12, 2026
API priceLow / self-host$1.25 / $4.25 (Contributor $0.10/$0.20)$5 / $30
TerminalBench-2.186.6mid-pack88.8
OSWorld (computer use)86.183.2
PaperBench (research)93.090.5

GPT-5.6 Sol — Best All-Rounder

Sol is OpenAI’s flagship (the top of the Luna/Terra/Sol tier), with a 1.05M-token context and the best TerminalBench-2.1 score (88.8). It’s the safest pick for terminal-heavy coding agents — but it’s the priciest at $5/$30 per MTok.

Qwen3.8 Max — Best Open-Weight

Alibaba’s 2.4-trillion-parameter MoE (~95B active per query) leads on agentic computer use (86.1 OSWorld-Verified) and research reproduction (93.0 PaperBench), and is natively multimodal. Its weights open around August 12, 2026 — the only self-hostable frontier option here. Downside: it was among the slowest models tested.

Muse Spark 1.2 — Best Value

Meta’s coding model is mid-pack on benchmarks but wins on cost: $1.25/$4.25 standard, or $0.10/$0.20 on the Contributor tier (Meta trains on your data). It pairs with Muse Code, Meta’s new terminal agent. Best when budget beats peak quality and your code isn’t sensitive.

Which Should You Pick?

  • Best coding quality, terminal agents → GPT-5.6 Sol.
  • Self-hosting / data sovereignty / research → Qwen3.8 Max.
  • Lowest cost → Muse Spark 1.2 (Contributor tier for non-sensitive work).

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