What Martian is in 2026
Martian Learning, Inc. launched the first commercial LLM router out of stealth in November 2023, founded in 2022 by UPenn LLM researchers Shriyash Upadhyay and Etan Ginsberg. Its RouterBench paper (March 2024, over 405k inference outcomes) is still a standard reference for routing evaluation, and the code is MIT-licensed. The company's public identity has since split in two. The homepage now presents an interpretability research lab: active MIT-licensed benchmarks (ARES and code-review-benchmark both saw pushes in August 2026) and a $1M interpretability prize (submissions currently closed). The commercial product is the Martian Gateway, a hosted multi-provider API at api.withmartian.com/v1 whose catalog dates from about October 2025.
The fact most evaluators miss: the automatic router is no longer part of the public product. The gateway docs describe explicit model selection only, the live catalog contains no auto or router ids, and the old router site no longer resolves. Routing-style cost optimization now appears at a sister lab, Thesean AI. Third-party reviews of "the Martian router" quoting $20/month describe a product whose pages are dead.
Where Martian is strong
Three things hold up under checking. First, pricing: gateway model prices are pass-through at provider list rates. We spot-checked six models against provider price sheets on August 16, 2026 — anthropic/claude-sonnet-4-5 at $3.00/$15.00 per million tokens, openai/gpt-5 at $1.25/$10.00, google/gemini-2.5-flash at $0.30/$2.50 — all exact matches, with prices refreshed every five minutes.
Second, compliance. Martian runs a public Vanta trust center listing SOC 2 Type II and ISO 27001:2022, penetration test reports and a DPA available on request, and a published subprocessor list with change notifications. That is a serious posture for a company that raised a $9M seed in 2023 and took an Accenture Ventures investment in 2024.
Third, API breadth: OpenAI Chat Completions, the OpenAI Responses API, and Anthropic Messages, with streaming and tool calling, plus integration docs for Claude Code, Cursor, Codex, and Cline. The live catalog held 289 models across 49 provider prefixes on August 16, 2026, each with per-model pricing, cache pricing, and a reliability tier.
Three differences that decide it
Routing exists here. TrustedRouter ships trustedrouter/auto, cheap, fast, and free routes plus privacy-tier routes: trustedrouter/zdr restricts to providers with contractual or policy zero data retention, trustedrouter/e2e to confidential-compute providers (tinfoil, phala), and trustedrouter/eu to EU-focused providers, all with provider failover. The Martian gateway routes nothing automatically; you name the model.
Prompt handling is written down and checkable. Martian's terms of service (updated January 15, 2026) grant it a license to use Customer Materials to train and improve its AI models — deidentification is required only under a separate aggregate-data clause — with no public opt-out, no stated retention window, no ZDR option, and no data-handling page in the gateway docs. Our privacy policy commits realtime inference to no durable prompt or output logs; operational metadata (ids, model, tokens, latency, cost, region, key hash) is retained; batch is a separate opt-in mode with enclave-encrypted retention up to 30 days. The gateway that enforces this runs inside TEEs on GCP, AWS, and Azure, with live attestation endpoints at trust.trustedrouter.com binding the running build to published source and release digests.
The prompt path is public. The Martian Gateway is a proprietary hosted service with no source repository. Every line of TrustedRouter code that touches your prompt is public: source-available under BUSL-1.1, converting to Apache-2.0 four years after each release, with Apache-2.0 or MIT SDKs.
On price, the bases differ, so state them plainly. Martian passes through provider list prices and publishes no gateway fee at all; how the gateway is monetized could not be established from public materials. TrustedRouter bills provider cost plus 5.5% with a $0.01 per million token floor, itemized per model on /models. Per token, Martian is cheaper today. Whether an undisclosed business model stays that way is a question to put to them.
What we do not claim
Our attestation covers the gateway build, not downstream model providers; provider privacy postures are policy and contract tiers, except E2E routes where the provider's own confidential-compute mechanisms apply. Our public repos date from late April 2026 and public benchmark history from June 2026, so our operating track record is short; Martian has been a company since 2022. We publish a security page, DPA, BAA, and subprocessor list, and hold no published SOC 2 or HIPAA certification today. On certifications, Martian is ahead.
Migration reality
Both sides speak all three API shapes, so every Martian surface has a direct target: change the base URL and key, then map creator/model-name ids to TrustedRouter ids on /models (about 550 model routes across 49 providers as of August 16, 2026). Two things do not carry over: the proprietary martian_metadata parameter, and Martian's per-model reliability tiers, for which the nearest equivalents are the provider health table on /status and our monthly frozen benchmark reports. There is no automatic-routing behavior to replicate; adopting trustedrouter/auto or a privacy route afterward is optional and one line.