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Grok 4.5 vs Muse Wonder

Detailed technical comparison between Grok 4.5 (xAI) and Muse Wonder (Meta). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

⚡ Executive Summary & Verdict

Comparison Snapshot

Grok 4.5: 1 WinvsMuse Wonder: 5 Wins
Context Leader

Muse Wonder

1,048,576 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Grok 4.5

$2.00 / MTok
xAIactive

Grok 4.5

Grok 4.5 is an advanced artificial intelligence model engineered by xAI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Grok 4.5 represents a key architectural iteration in the xAI model family. First released in 2026-07-08, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 500,000 tokens (approximately 667 words), Grok 4.5 processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Grok 4.5 Full Specs →
Metaactive

Muse Wonder

Muse Wonder is an advanced artificial intelligence model engineered by Meta. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Muse Wonder represents a key architectural iteration in the Meta model family. First released in 2026-10-12, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,048,576 tokens (approximately 1,398 words), Muse Wonder processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Muse Wonder Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationGrok 4.5Muse Wonder
ProviderxAIMeta
Context Window500,000 tokens1,048,576 tokens🏆
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apimanaged api
Production StabilityStable GA (est.)Beta Access (est.)
API AvailableYesYes
Released Date2026-07-082026-10-12

API Pricing Comparison

Input Price per Million Tokens

Grok 4.5

$2.00

Muse Wonder

$4.00

Output Price per Million Tokens

Grok 4.5

$6.00

Muse Wonder

$20.00

💡 Cost Ratio: Grok 4.5 is 2.0x cheaper per input token than Muse Wonder.

Want to test both models live?

Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0–100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
78.8%vs79.2%+0.4% Muse Wonder
Grok 4.5
Muse Wonder 🏆
HumanEvalPython coding & logic synthesis
91.8%vs77.4%+14.4% Grok 4.5
Grok 4.5 🏆
Muse Wonder
MATHComplex mathematical problem solving
54.2%vs54.6%+0.4% Muse Wonder
Grok 4.5
Muse Wonder 🏆
GPQAGraduate-level expert reasoning
39.6%vs40.0%+0.4% Muse Wonder
Grok 4.5
Muse Wonder 🏆
HellaSwagCommonsense reasoning and inference
81.8%vs82.2%+0.4% Muse Wonder
Grok 4.5
Muse Wonder 🏆
MT-BenchMulti-turn conversation flow quality
8.4%vs8.5%+0.0% Muse Wonder
Grok 4.5
Muse Wonder 🏆

Grok 4.5 Quirks & Gotchas

No developer gotchas reported.

Muse Wonder Quirks & Gotchas

No developer gotchas reported.

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