FRONTIER AI MODELS.
FRACTION OF THE COST
Meet the Axon model family. High-intelligence reasoning models matching frontier performance at a fraction of the cost.
Introducing Axon Eido 3
Pro, Mini & Flash
A vertical AI lab obsessed with one thing: frontier intelligence you can actually afford to run. Three new models. 1M-token context. Native multimodal. Deployed in your region.
Your data never leaves your chosen region.
Axon Eido 3 Pro
Frontier reasoning for agents, coding & deep research.
Our most capable model. Matches frontier intelligence across coding, tool-use and agentic workflows — with a 1M-token context window and native multimodal understanding.
Axon Eido 3 Mini
The everyday general-purpose workhorse.
A versatile, balanced model built to carry the bulk of day-to-day workloads — chat, extraction, summarization, RAG and agents, the same 1M context, and a fraction of Pro pricing.
Axon Eido 3 Flash
Fast, low-latency model for low-complexity, day-to-day tasks.
A fast, low-latency model suitable for low-complexity, day-to-day coding tasks and general use — with the same 1M-token context and native multimodal understanding.
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 4.8
GPT-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.
Same intelligence.
Up to 56% less spend.
Drag the sliders to your monthly volume and watch the bill shrink. Axon Eido 3 Pro delivers frontier results at a fraction of what the others charge per token.
Axon Eido 3 Pro is one flat price across the full 1M context — Gemini nearly doubles past 200K.
Cost = (input Mtok × input price) + (output Mtok × output price). List prices, USD.
Axon 2.5 ProGemini 3.1 ProAxon Eido 3 ProYouClaude Opus 4.8GPT-5.5BEYOND
CODE.
The Axon model family doesn't just write code. Teams ship production agents on it — support, internal automation, research, and memory-rich assistants — at ~70% lower token cost.
Customer Support Agents
Resolve tickets end-to-end with agents that reason over your docs, order history, and internal tools — not scripted replies.
Internal Tech Workflows
Automate on-call triage, ops runbooks, and back-office tasks with agents that plan and act across your internal systems.
Memory Engine
Durable, queryable long-term memory so agents retain context across sessions, users, and teams — no re-priming every run.
Deep Research Agents
Multi-step research and synthesis over large document sets, the open web, and proprietary data sources.
Analytics Copilots
Natural-language querying, report generation, and pipeline automation over your data warehouse.
Document Intelligence
Extract, classify, and structure data from contracts, invoices, and PDFs — turning unstructured documents into clean, queryable data.
FROM IDE
TO MERGED PR.
Two products, one Axon engine — autonomous coding in Orbital, agentic review on every pull request.
ORBITAL IDE
Native AI Coding IDE powered by Axon models with OSS Harness Engine, Background Agents, and Cloud Agents. The definitive alternative to Cursor and Windsurf for autonomous reasoning and generation.
AI CODE REVIEWS
Catch and fix up to 95% of bugs with Agentic Code Reviews. Get deep, memory-augmented code analysis that identifies logic errors and security vulnerabilities pre-commit. Seamlessly integrates with GitHub, GitLab, and Bitbucket.
CAPABILITY
MATRIX.
Why piece together multiple tools when you can have a unified, reasoning-first AI platform from local IDE to production PR?
| Platform Capability | Orbital | Cursor | Windsurf | Copilot |
|---|---|---|---|---|
| AI Code Reviews | Agentic | Basic | Basic | Basic |
| Advanced Reasoning LLMs | Panoptic + Interleaved | Interleaved | Interleaved | Interleaved |
| Advanced Analytics | Full | Basic | N/A | N/A |
| Deep Enterprise Codebase Memory | Full | Full | Basic | Basic |
| On-Prem / VPC Deployment | Full | N/A | N/A | N/A |
| Pre-Commit Security Scanning | Dedicated | Prompt Only | Prompt Only | Prompt Only |
| Credits | 4x | 1x | 1.5x | 1.5x |
PANOPTIC THINKING
A graph-based reasoning architecture that keeps your whole repo in working memory — no truncation, no dropped constraints. Instead of one linear pass, Axon maintains a persistent plan it re-checks before every action.
Read the Paper| Paradigm | Linear | Persistent Structure | Global Replanning |
|---|---|---|---|
| Chain-of-Thought | |||
| ReAct | |||
| RAG | |||
| Panoptic Thinking |
END-TO-END.
From Thought to Production, Hyper-Accelerated.
Orbital IDE
AUTONOMOUS CODING
Write, generate, and refactor code inside Orbital IDE. Axon background agents work alongside you, automating boilerplate and suggesting deep architectural improvements.
Pre-Commit Checks
AGENTIC VERIFICATION
Before you even commit, MatterAI runs dynamic analyses, checking for security vulnerabilities, logic bugs, and structural regressions perfectly aligned with your standards.
MatterAI Reviews
AUTOMATED PR REVIEWS
Raise the PR. MatterAI instantly reviews changes, tags reviewers, explains complex diffs, and even pushes fix-commits directly. Merge with absolute confidence.
POWERING
NEXT GEN AI COMPANIES
World-class engineering teams trust MatterAI to elevate their development cycle.
"MatterAI's Axon models have helped us save more than 70% LLM costs for our AI agents while maintaining the similar intelligence to Anthropic Models"
Praful Vats
Head of Engineering
PRIVACY &
INTELLIGENCE.
Orbital IDE understands, adapts, and improves code generation at run-time, keeping all your data in secure multi-tenant storage during both generation and review.
KNOWS YOUR
CODEBASE.
Orbital IDE generates a unique reasoning engine privately tailored for all your context. It learns from your codebase as your team evolves, providing hyper-relevant code generation and reviews.
"When releasing software for enterprises, MatterAI came out on top compared to other solutions... It's like having an extra engineer on the team who can review your code 24/7."
Gabriel De Luna
Senior Software Engineer
0+
Engineers Using Axon
0M+
Tokens Processed Daily
0.0M+
PRs Reviewed Effectively
GENERATE.
REVIEW.
REPEAT.
MatterAI ensures your code is fast, secure, and high-performing while seamlessly following your company guidelines from generation to commit.
AGENTIC
CODING.
Unlike traditional editors, Orbital IDE deeply integrates autonomous agents with your entire codebase context, allowing for true multi-file generation and reasoning-based refactoring.
AGENTIC
CODE REVIEWS.
Catch bugs before they reach production. Deep memory, chat support, and seamless integration with your existing workflow across all major Git platforms.
OUTREVIEW
EVERY TOOL.
Compare Orbital with other code review tools and see the power of a deeply integrated, reasoning-first review agent.
| Platform Capability | MatterAI | CodeRabbit | Cursor BugBot | Copilot |
|---|---|---|---|---|
| Deep Codebase Memory | ||||
| Automated Fix Commits | ||||
| Actionable Bug Detection | ||||
| Custom Guardrails Integration | ||||
| Cross-Language Context | ||||
| Pricing (ROI) | $49/mo FLAT | ~$15/user/mo | $40/user/mo | $19/user/mo |
ENTERPRISE
SECURITY.
Orbital is built for scale, compliance, and absolute privacy. Trusted by highly regulated industries to accelerate development without compromising security.
SOC 2 TYPE II CERTIFIED
Audited and certified for strict adherence to security, availability, and confidentiality protocols.
ZERO DATA RETENTION
Your IP is yours. We explicitly guarantee that your private code is never used to train our base Axon models.
SSO & ADVANCED RBAC
Integrate seamlessly with Okta, Azure AD, and Google Workspace. Control exact permissions for every developer.
VPC & ON-PREMISES
Need total isolation? Deploy MatterAI and Orbital infrastructure entirely within your private cloud or on-premises.
THE TRUE ROI
OF ORBITAL.
Stop wasting engineering capacity on context switching. Empower your team with an AI engineering buddy that delivers true autonomous reasoning from planning to PR.
Based on aggregated usage across MatterAI teams. Individual results vary.
BUILD
WITH AXON.
The Axon model family — built for reasoning, coding, and research-grade automation. Frontier-level quality at ~70% lower token cost, available over a standard API.
NOTES FROM
THE LAB.
FREQUENTLY
ASKED.
Common questions regarding infrastructure, deployment, and security architectures.