Qwen3.8 Max vs Muse Spark 1.2 vs GPT-5.6 Sol (Aug 2026)
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 Max | Muse Spark 1.2 | GPT-5.6 Sol | |
|---|---|---|---|
| Vendor | Alibaba | Meta | OpenAI |
| Released | Aug 3, 2026 | Aug 5, 2026 | Jul 9, 2026 |
| Params | 2.4T MoE (~95B active) | Undisclosed | Undisclosed |
| Context | 1M tokens | 1M tokens | 1.05M tokens |
| Open weight? | ✅ ~Aug 12, 2026 | ❌ | ❌ |
| API price | Low / self-host | $1.25 / $4.25 (Contributor $0.10/$0.20) | $5 / $30 |
| TerminalBench-2.1 | 86.6 | mid-pack | 88.8 |
| OSWorld (computer use) | 86.1 | — | 83.2 |
| PaperBench (research) | 93.0 | — | 90.5 |
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).
Sources
- DataCamp — Qwen3.8 Max: datacamp.com
- OpenRouter — Muse Spark 1.2: openrouter.ai
- OpenAI — Previewing GPT-5.6 Sol: openai.com