SERVE MODELS FAST.
BUILD WITHOUT LIMITS.
Ultra-fast inference on top open-source and third-party models with 30% discount on every token. Powers autonomous coding in Orbital IDE & OrbCode CLI, and context-aware code reviews.
$ npm i -g @matterailab/orbcode
RUN FRONTIER MODELS.
FASTEST RUNTIMES. 30% OFF.
Model | Provider | Context | Prompt / 1M | Completion / 1M | Cache Read / 1M | Action |
|---|---|---|---|---|---|---|
 Gemma 4Free Plan gemma-4 | 262k | Free | Free | Free | ||
 LongCat 2.0 FreeFree Plan meituan/longcat-2.0:free | meituan | 1M | Free | Free | Free | |
 Muse Spark 1.3 Contributor meta/muse-spark-1.3-contributor | meta | 1M | $0.10$0.07 | $0.20$0.14 | $0.002$0.001 | |
 DeepSeek V4 Flash deepseek/deepseek-v4-flash-0731 | deepseek | 1M | $0.14$0.10 | $0.28$0.20 | $0.03$0.02 | |
 GLM 5.3 Flash zai/glm-5.3-flash | zai | 1M | $0.15$0.10 | $0.50$0.35 | $0.03$0.02 | |
 GPT-5.6 Luna gpt-5.6-luna | openai | 272k | $0.20$0.14 | $1.20$0.84 | $0.02$0.01 | |
Gemini 3.8 Flash gemini-3.8-flash | 1M | $0.75$0.52 | $3.75$2.63 | $0.07$0.05 | ||
GLM 5.3 zai/glm-5.3 | zai | 1M | $1.40$0.98 | $4.40$3.08 | $0.14$0.10 | |
GPT-5.6 Sol gpt-5.6-sol | openai | 272k | $5.00$3.50 | $30.00$21.00 | $0.50$0.35 |
base_url: https://api2.matterai.so/v1BEYOND
CODE.
MatterAI doesn't just write code. Teams ship production agents for customer support, internal automation, research, and memory-rich assistants with high-throughput inference.
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 TERMINAL
TO MERGED PR.
One unified platform — terminal coding in OrbCode, visual coding in Orbital, agentic review on every pull request, and fast API inference.
ORBCODE CLI
NEWAgentic coding in your terminal. A standalone CLI with streaming TUI, live reasoning, edit/command approvals, headless mode, and Claude-Code-compatible hooks. MIT-licensed.
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 |
| API Model Serving | 30% Off All Tokens | N/A | N/A | N/A |
| Pre-Commit Security Scanning | Dedicated | Prompt Only | Prompt Only | Prompt Only |
| Credits Value | 10x ($100 on $10) | 1x | 1.5x | 1x |
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, MatterAI 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. Autonomous 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.
"MatterAI has helped us significantly reduce LLM costs for our AI agents while maintaining frontier-level intelligence."
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 MatterAI
0B+
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 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.
SERVE ANY MODEL.
ZERO OVERHEAD.
Ultra-fast runtimes, automatic prompt caching, and 30% discount on every token. Deploy and query open-source and third-party models across global infrastructure backed by Baseten, Fireworks AI, and Cloudflare.
NOTES FROM
THE LAB.
FREQUENTLY
ASKED.
Common questions regarding infrastructure, deployment, and security architectures.