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Muse Spark 1.2 Contributor vs Fugu Ultra v2

Detailed technical comparison between Muse Spark 1.2 Contributor (Meta) and Fugu Ultra v2 (Sakana AI). 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

Muse Spark 1.2 Contributor: 0 WinsvsFugu Ultra v2: 6 Wins
Context Leader

Muse Spark 1.2 Contributor

1,048,576 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Muse Spark 1.2 Contributor

$0.10 / MTok
Metaactive

Muse Spark 1.2 Contributor

Muse Spark 1.2 Contributor is an advanced artificial intelligence model engineered by Meta. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Muse Spark 1.2 Contributor represents a key architectural iteration in the Meta model family. First released in 2026-08-21, 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 Spark 1.2 Contributor processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Muse Spark 1.2 Contributor Full Specs →
Sakana AIactive

Fugu Ultra v2

Fugu Ultra v2 is an advanced artificial intelligence model engineered by Sakana AI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Fugu Ultra v2 represents a key architectural iteration in the Sakana AI model family. First released in 2026-09-11, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,000,000 tokens (approximately 1,333 words), Fugu Ultra v2 processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Fugu Ultra v2 Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationMuse Spark 1.2 ContributorFugu Ultra v2
ProviderMetaSakana AI
Context Window1,048,576 tokens🏆1,000,000 tokens
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apimanaged api
Production StabilityBeta Access (est.)Beta Access (est.)
API AvailableYesYes
Released Date2026-08-212026-09-11

API Pricing Comparison

Input Price per Million Tokens

Muse Spark 1.2 Contributor

$0.10

Fugu Ultra v2

$5.00

Output Price per Million Tokens

Muse Spark 1.2 Contributor

$0.20

Fugu Ultra v2

$30.00

💡 Cost Ratio: Muse Spark 1.2 Contributor is 50.0x cheaper per input token than Fugu Ultra v2.

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
81.0%vs87.2%+6.2% Fugu Ultra v2
Muse Spark 1.2 Contributor
Fugu Ultra v2 🏆
HumanEvalPython coding & logic synthesis
79.2%vs86.4%+7.2% Fugu Ultra v2
Muse Spark 1.2 Contributor
Fugu Ultra v2 🏆
MATHComplex mathematical problem solving
56.4%vs67.6%+11.2% Fugu Ultra v2
Muse Spark 1.2 Contributor
Fugu Ultra v2 🏆
GPQAGraduate-level expert reasoning
38.4%vs49.0%+10.6% Fugu Ultra v2
Muse Spark 1.2 Contributor
Fugu Ultra v2 🏆
HellaSwagCommonsense reasoning and inference
80.6%vs88.2%+7.6% Fugu Ultra v2
Muse Spark 1.2 Contributor
Fugu Ultra v2 🏆
MT-BenchMulti-turn conversation flow quality
8.7%vs9.1%+0.4% Fugu Ultra v2
Muse Spark 1.2 Contributor
Fugu Ultra v2 🏆

Muse Spark 1.2 Contributor Quirks & Gotchas

No developer gotchas reported.

Fugu Ultra v2 Quirks & Gotchas

No developer gotchas reported.

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