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HEAD TO HEAD · UPDATED NOV 6, 2026

Muse Wonder vs Gemini 3.8 Flash

Meta against Google DeepMind, on sourced numbers only. Green marks the higher (or cheaper) value on each row; the text below only calls a lead when the gap is bigger than measurement noise.

Muse WonderGemini 3.8 Flash
Arena Elo1507 source ↗1496 source ↗
GPQA Diamondnot published95.4% source ↗
$ per 1M in / out$4 / $20 source ↗$0.75 / $3.75 source ↗
Blended $ per 1M (3:1)$8.00 source ↗$1.50 source ↗
Context windownot published1M source ↗
Output speednot published117 tok/s source ↗
ReleasedOct 12, 2026 source ↗Sep 2, 2026 source ↗
Open weightsNo source ↗No source ↗
Reasoning effort tiersminimal · low · medium · high · xhigh · max (default: not stated)low · medium · high (default: medium)
API effort controlreasoning_effort="minimal" | "low" | "medium" | "high" | "xhigh" | "max" (Chat Completions) source ↗thinking_config={"thinking_level": "low" | "medium" | "high"} source ↗
Additional benchmarksArena Text: 1507 (#4, Max effort) source ↗DeepSWE v1.1: 73.7% source ↗
Best for (workload)Meta's highest-ranked model on Arena Text (1507, #4 at Max effort). The API is in preview. source ↗95.4% on GPQA Diamond (Epoch AI) and 117 tok/s output (Artificial Analysis) at a Flash-tier price. source ↗

Arena Elo from the arena.ai text leaderboard as of Oct 27, 2026 source ↗. Speed measured by Artificial Analysis and varies by provider.

Which one should I use?

For high-volume work where cost matters most, Gemini 3.8 Flash is about 5.3 times cheaper per token. On release timing, Meta is at day 22 of a typical ~14-day gap (PAST TYPICAL GAP), and Google DeepMind is at day 24 of a typical ~32-day gap (MID-CYCLE).

Key differences from the sourced numbers

Frequently asked questions

Is Muse Wonder or Gemini 3.8 Flash better?

Gemini 3.8 Flash is the cheaper option: $1.50 vs $8.00 per 1M tokens at a 3:1 input-to-output mix (about 5.3 times less). On the Arena text leaderboard they are close (1507 vs 1496): a gap under 20 points is within the leaderboard's margin of error. Muse Wonder pricing note: Meta Model API, in preview. Gemini 3.8 Flash pricing note: Until Dec 31, 2026; $1.50 / $7.50 from Jan 1, 2027. No higher rate for long prompts.

Which one should I use: Muse Wonder or Gemini 3.8 Flash?

For high-volume work where cost matters most, Gemini 3.8 Flash is about 5.3 times cheaper per token. On release timing, Meta is at day 22 of a typical ~14-day gap (PAST TYPICAL GAP), and Google DeepMind is at day 24 of a typical ~32-day gap (MID-CYCLE).

How much does Muse Wonder cost compared with Gemini 3.8 Flash?

Muse Wonder lists at $4 / $20 per 1M input/output tokens ($8.00/1M blended at 3:1). Gemini 3.8 Flash lists at $0.75 / $3.75 per 1M input/output tokens ($1.50/1M blended at 3:1).

Meta lab hub →Google DeepMind lab hub → Compare by effort level & use case → Compare any two models

Facts checked Nov 5, 2026 against official sources. Every number links to its source. Spotted an error? Email [email protected].