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GPT 5.4 Nano vs Muse Spark 1.1

At a glance
OpenAIGPT 5.4 Nano

Ultra-lightweight GPT-5.4 variant built for speed-critical, high-volume tasks.

79400K ctx$0.20/$1.25 per M#29/92
MetaMuse Spark 1.1

Meta's multimodal reasoning model built for agentic work and real-world coding.

1.0M ctx$1.25/$4.25 per M
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
OpenAIGPT 5.4 Nano
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
CapabilityECI78.7
Reasoning & Knowledge
Graduate Science78.5%Expert-Level—Factual Recall12.0%
Math
Competition Math87.8%Research Math25.9%
Agentic
Terminal Tasks—Novel Reasoning5.7%
MetaMuse Spark 1.1
Reasoning
CodingInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:Provider·OpenRouter· as of 2026-07-16
Capability
Capability—
Reasoning & Knowledge
Graduate Science—Expert-Level52.2%Factual Recall—
Math
Competition Math—Research Math—
Agentic
Terminal Tasks80.0%Novel Reasoning—
Specs
OpenAIGPT 5.4 Nano
400K
Context
128K
Max output
Mar 2026
Released
MetaMuse Spark 1.1
1.0M
Context
16K
Max output
Jul 2026
Released
Capabilities
OpenAIGPT 5.4 Nano
Vision
Audio
Reasoning
MetaMuse Spark 1.1
Vision
Audio
Reasoning
Pricing
OpenAIGPT 5.4 Nano
Live pricing, shown before you run
Input$0.20/M tokens
Output$1.25/M tokens
Cache read$0.02/M tokens
Web search$0.01/search
MetaMuse Spark 1.1
Live pricing, shown before you run
Input$1.25/M tokens
Output$4.25/M tokens
Cache read$0.15/M tokens
Web search$0.003/search
Chat with GPT 5.4 NanoGo to model
Chat with Muse Spark 1.1Go to model
Frequently Asked Questions: GPT 5.4 Nano vs Muse Spark 1.1▼

Which is better, GPT 5.4 Nano or Muse Spark 1.1?

▼

Both GPT 5.4 Nano and Muse Spark 1.1 are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, GPT 5.4 Nano or Muse Spark 1.1?

▼

GPT 5.4 Nano has a lower blended cost. GPT 5.4 Nano: $0.20 input / $1.25 output. Muse Spark 1.1: $1.25 input / $4.25 output.

Which has a larger context window, GPT 5.4 Nano or Muse Spark 1.1?

▼

Muse Spark 1.1 has a larger context window: GPT 5.4 Nano supports 400K tokens vs Muse Spark 1.1 at 1M tokens.

Do both GPT 5.4 Nano and Muse Spark 1.1 support vision?

▼

Yes, both GPT 5.4 Nano and Muse Spark 1.1 support vision/image input.

What are the key differences between GPT 5.4 Nano and Muse Spark 1.1?

▼

Key differences: GPT 5.4 Nano is significantly cheaper. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both GPT 5.4 Nano and Muse Spark 1.1 for free on idapt.app to see which performs better for your specific needs.

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