OpenAI vs
MatterAI Axon
Get matching frontier intelligence and reasoning capabilities at 70% lower token cost.
Stop overpaying for API usage. Explore how the Axon model family matches or exceeds competitor capabilities with a fraction of the cost.
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Capabilities & Parameters
| Model Specs | GPT-5.5 | Axon Eido 3 Pro (MatterAI) |
|---|---|---|
| SWE-bench Pro Score | 79.20% | 82.40% |
| Input Cost (per 1M tokens) | $10.00 | $3.00 |
| Output Cost (per 1M tokens) | $30.00 | $9.00 |
| Context Window | 128K | 1M (Axon Pro) / 1M (Axon Mini) |
| Prompt Caching | (Auto-caching at 75% discount) | |
| Tool Calling & Function Use | ||
| Multimodal (Image Support) |
Frontier-class.
Fraction of the price.
Axon Eido 3 Pro goes head-to-head with the most expensive frontier models across 10 industry benchmarks — leading or matching the field on 5 of 10. Hover any bar for the exact score.
Axon Eido 3 Pro
Claude Opus 4.8GPT-5.5
Gemini 3.1 ProSWE Bench Pro
Real-world software engineering
Axon Eido 3 ProOpus 4.7GPT-5.5Gemini 3.1Terminal Bench 2.1
Autonomous terminal tasks
Axon Eido 3 ProOpus 4.7GPT-5.5Gemini 3.1VIBE V2
End-to-end app generation
Axon Eido 3 ProOpus 4.7GPT-5.5Gemini 3.1SVG-Bench
Vector graphics reasoning
Axon Eido 3 ProOpus 4.7GPT-5.5Gemini 3.1KernelBench Hard
GPU kernel optimization
Axon Eido 3 ProOpus 4.7GPT-5.5Gemini 3.1BrowseComp
Web browsing & research
Axon Eido 3 ProOpus 4.7GPT-5.5Gemini 3.1GDPval Rubrics
Expert knowledge work
Axon Eido 3 ProOpus 4.7GPT-5.5Gemini 3.1BankerToolBench
Financial tool use
Axon Eido 3 ProOpus 4.7GPT-5.5Gemini 3.1MCP Atlas
MCP tool orchestration
Axon Eido 3 ProOpus 4.7GPT-5.5Gemini 3.1OSWorld-verified
Computer-use agents
Axon Eido 3 ProOpus 4.7GPT-5.5Gemini 3.1Scores reported as pass@1 / verified accuracy. Higher is better. Axon Eido 3 Pro at $3 / $9 per Mtok.
The MatterAI Advantage
70% Lower Token Cost
Our primary moat is efficiency. By co-designing hardware-aware model reasoning with sparse attention algorithms, we pass 70% savings directly to developers.
OpenAI SDK Compatible
No code rewrite needed. Drop MatterAI endpoint directly in your existing Python, Node, or Go script by changing just the base URL.
Panoptic Reasoning
Axon models utilize a proprietary graph-of-thought DAG structure to plan, execute, and self-correct on complex agentic programming tasks.
Auto-Prompt Caching
Save an additional 50% on repeated prompts (long schemas, system prompts, codebases) with zero integration overhead.
100% Data Privacy
Your prompts, completions, and embeddings are never used to train models. SOC 2 Type II certified, with zero-retention options for enterprise.
Deep Codebase Memory
Integrated tightly into Orbital App to index your entire codebase without truncating context.
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