One URL change to your API config. Every request automatically compressed, routed, and cache-optimized. Documented savings your engineers can ship and your CFO can sign off on.

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30–60%

Cost reduction

<20ms

Overhead p50

99.99%

Uptime SLA

1,600+

Models supported

URL to deploy

Client

Your App

OpenAI SDK

Trimio Gateway · api.trimio.ai/v1

Compress

—

→

Route

—

→

Cache

—

OpenAI

Anthropic

Google

Live request stream

<4ms

Overhead p50

p95 <9ms

99.99%

Uptime SLA

Fail-open by design

40+

Fields per request

Prometheus + OTEL

1,600+

Models supported

All major providers

30s

Health check interval

Auto-failover on failure

Least Cost Routing

Route to the cheapest model
that won't drop quality.

Every request is scored for task complexity in real time. LCR routes to the cheapest model above your quality floor — across all providers, all models, transparent every step.

72%

Max savings per call

9.4/10

Avg quality score

100%

Auditable

Real-time complexity scoring — not heuristics, per-request

Configurable quality floor — you set the minimum acceptable score

Works across OpenAI, Anthropic, Google, Mistral, and 1,600 more

Every routing decision logged: source model, target, quality delta

Live routing decisions

claude-opus-4→claude-haiku-3.5−72%9.4/10

gpt-4o→gpt-4o-mini−58%9.2/10

gemini-1.5-pro→gemini-1.5-flash−63%9.1/10

claude-sonnet-4→claude-haiku-3.5−68%9.3/10

Quality floor: 9.0 · all decisions within threshold

Response headers

HTTP/2 200 X-Trimio-Optimization: model_routing X-Trimio-Saved: 0.0312 X-Trimio-Route: gpt-4o → gpt-4o-mini X-Trimio-Quality: 9.4 X-Trimio-Overhead: 3.2ms

Token Compression

Send 40% fewer tokens.
Same output.

Syntactic analysis strips padding, restructures prompts for density, removes redundancy — before any token hits a provider. Zero configuration. Every compression logged with before/after counts.

40%

Avg reduction

9.6/10

Quality score

Config required

Structure-preserving — meaning and intent never altered

Provider-agnostic — works identically across all APIs

Per-request token delta in response headers

Compression ratio visible in dashboard and via X-Trimio-Tokens-Out

Token comparison

Before

8,421

After

5,052

3,369 tokens saved · $0.034/call · quality 9.6/10

Response headers

HTTP/2 200 X-Trimio-Optimization: prompt_compression X-Trimio-Tokens-In: 8421 X-Trimio-Tokens-Out: 5052 X-Trimio-Saved: 0.0340 X-Trimio-Overhead: 2.8ms

Cache Intelligence

Provider-native caching,
fully maximized.

Trimio is fully cache-aware. Every request is structured to maximize hit rates against Anthropic, OpenAI, and Google's own caching — cache_control handling, prefix ordering, cache warm-up. All automatic. No cache state to manage.

68%

Avg hit rate

<20ms

Hit latency

State to manage

Auto-injects cache_control for Anthropic prompt caching

Optimizes prefix ordering for OpenAI and Google caching APIs

Cache provider and cost delta in every response header

No Trimio-side cache — you benefit from provider infrastructure directly

Provider cache log — live

a3f9c2e1…AnthropicHIT−$0.018

b72ce841…OpenAIHIT−$0.024

e1d88f30…AnthropicMISSwarming

f440ab12…GoogleHIT−$0.031

9b2a7711…OpenAIHIT−$0.019

4/5 provider cache hits · $0.092 saved this window

Response headers — cache hit

HTTP/2 200 X-Trimio-Optimization: provider_cache_hit X-Trimio-Cache-Provider: anthropic X-Trimio-Saved: 0.0240 X-Trimio-Overhead: 1.4ms

Model Upgrade Detection

Stop paying for capability
you don't need.

Trimio analyses your full request history — not samples. It identifies task categories where you're systematically over-calling premium models. Waste quantified, savings calculated, reroute requires your approval.

Full 30-day history analysed — not sampling, not heuristics

Groups requests by semantic task type across your entire fleet

Quality delta calculated per task category before any change

No silent reroutes — every change requires explicit approval

Weekly overspend analysis

Email summarizationOVERSIZED$4,200/mo

SQL generationOVERSIZED$3,800/mo

Document classificationOVERSIZED$2,100/mo

Sentiment taggingOVERSIZED$1,600/mo

Total recoverable $11,700/mo

Analysis API

GET /v1/analysis/upgrades { "period": "2026-04", "total_recoverable_usd": 11700, "tasks_flagged": 4, "pending_approval": true }

Platform vs Alternatives

Why not just build it yourself?

You could. Most of our customers tried. Here's what that comparison looks like.

Capability	Trimio	DIY Proxy	Provider Native
Least Cost Routing	Automatic	Build it	No
Token compression	Automatic	Build it	No
Provider-native cache optimization	Automatic	Build it	Partial
Model upgrade detection	Automatic	No	No
CFO financial dashboard	Included	No	No
Per-request response headers	Full	Build it	Partial
Fail-open architecture	Yes	Build it	N/A
Setup time	5 minutes	Weeks	Days
Ongoing maintenance	Zero	Your team's time	Minimal

See all four levers
running on your data.

30-minute demo. We'll calculate exact savings on your real usage before the call ends.

Book a Demo →

No commitment. Results in 48 hours.

Your AI bill is growing3× per year.We cut it in half.

Route to the cheapest modelthat won't drop quality.

Send 40% fewer tokens.Same output.

Provider-native caching,fully maximized.

Stop paying for capabilityyou don't need.