TokenZero vs Martian
Martian is a router that picks a model per request from its own evaluation of the prompt. The matrix below says what each product is and how it bills; the only numbers are TokenZero's own measurements and prices.
TokenZero and Martian differ in kind: Martian is model router; TokenZero is a BYOK gateway whose engines reduce the provider bill and sign a receipt per call. Measured overhead is 1.52 ms p50; the cascade holds a 99.8% parity floor. On 100,000 gpt-6.1-sol calls, prefix caching saves $285 a month, $242 net of the 15% fee.
· Source: Martian documentation at https://withmartian.com/ read 2026-10-26; TokenZero overhead from /benchmarks; prices from table 2026-10-26
At a glance
- Compared with
- Martian (model router)
- TokenZero overhead
- 1.52 ms p50 / 3.42 ms p95 (measured, /benchmarks)
- BYOK
- TokenZero: always · Martian: varies by plan
- Receipts
- TokenZero: signed per call · Martian: none
- Billing
- TokenZero: 15% of verified savings · Martian: usage plans
- Reference saving (gpt-6.1-sol, 100k calls)
- $285/month from prefix caching (computed)
- Net after 15% fee
- $242/month (computed)
- Parity floor
- 99.8%
- Free tier
- $500/month routed
- Vendor page read
- 2026-10-26
TokenZero vs Martian: what each one is (vendor page read 2026-10-26)
| Dimension | TokenZero | Martian |
|---|---|---|
| Category | BYOK savings gateway | model router |
| Hosting | hosted | hosted |
| Bring your own key | always; keys pass through and are never stored | varies by plan |
| Open source | CLI, MCP server, audit core and GitHub Action Apache-2.0; gateway hosted | closed |
| How it bills | free up to $500/month routed; then 15% of verified savings, 3x-ROI-or-$0, capped plans | usage plans |
| Caching | prompt-cache formatting + exact and semantic response cache | none advertised |
| Routing | cascade to the cheaper sibling inside one provider, 99.8% parity floor, advisory by default | between providers, chosen by the router |
| Savings receipts | Ed25519-signed per call, hash-chained, public key published | none |
| Gateway overhead | 1.52 ms p50 / 3.42 ms p95 (measured, /benchmarks) | not measured by TokenZero |
| Data retention | metadata only; ZDR mode available | see vendor docs |
| Net saving, 100k gpt-6.1-sol calls/month (prefix caching only) | $242 after fee | — |
What you keep when you move from Martian
the request shape; routing becomes explicit and inspectable.
- Routing is advisory by default, only within one provider, only on prompts the deterministic classifier scores simple, and only while the shadow-parity breaker and the conformal bound allow it.
- Every decision is in headers and on the receipt.
The change
OPENAI_BASE_URL=https://tokenzero.sh/v1
ANTHROPIC_BASE_URL=https://tokenzero.sh
# keep your provider keys exactly as they areThen npx -y @tokenzero/cli doctor to confirm the gateway, signer and pricing table.
Questions people ask
What is the difference between TokenZero and Martian?
Martian is a router that picks a model per request from its own evaluation of the prompt. TokenZero is a BYOK gateway: you keep the request shape; routing becomes explicit and inspectable, and every call comes back with a signed receipt. Routing is advisory by default, only within one provider, only on prompts the deterministic classifier scores simple, and only while the shadow-parity breaker and the conformal bound allow it.
What does switching from Martian to TokenZero save?
It depends on your prompts; on the reference workload (100,000 calls of 2,000 input with a 1,500-token static prefix and 300 output on gpt-6.1-sol, table 2026-10-26) prefix caching alone cuts $700 to $415 a month, $285 saved and $242 net after the 15% fee; exact-cache hits and cascade routing add to that. The receipts show the real figure.
Can I keep Martian and add TokenZero?
Usually yes: chain them by pointing Martian's upstream at https://tokenzero.sh (or TokenZero's X-TokenZero-Upstream at Martian); the receipt still prices the request at list and records what the gateway did.
How is the 15% fee computed?
On verified savings only: list-price baseline minus provider-reported actual cost, per signed receipt. A cycle whose savings are below 3x the fee is billed $0; Pro Cap and Scale Cap add monthly ceilings. The first $500 of routed spend each month is free.