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PLATFORM

One URL change. Four savings levers.

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
1
URL to deploy
THE GATEWAY
CLIENT
Your app
OpenAI SDK · unchanged
→
trimio.api.trimio.ai/v1
Compress
→
Route
→
Cache
Fail-open by design — any issue routes straight to your provider.
→
PROVIDERS
OpenAI
Anthropic
Google + 1,600 models
<4ms overhead p50 · p95 <9ms 40+ fields per request · Prometheus + OTEL 30s health checks · auto-failover
01 — 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, transparent every step.

72%
Max savings per call
9.4/10
Avg quality score
100%
Auditable
—Real-time complexity scoring — per request, not heuristics
—Configurable quality floor — you set the minimum score
—Every routing decision logged: source, target, quality delta
LIVE ROUTING DECISIONS
Quality floor 9.0 · all decisions within threshold
// response headers
HTTP/2 200
X-Trimio-Optimization: model_routing
X-Trimio-Route: gpt-4o → gpt-4o-mini
X-Trimio-Saved: 0.0312
X-Trimio-Quality: 9.4
X-Trimio-Overhead: 3.2ms
TOKEN COMPARISON
Before8,421 tokens
After5,052 tokens
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
02 — TOKEN COMPRESSION

Send 40% fewer tokens. Same output.

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

40%
Avg reduction
9.6/10
Quality score
0
Config required
—Structure-preserving — meaning and intent never altered
—Provider-agnostic — works identically across all APIs
—Per-request token delta in headers and dashboard
03 — CACHE INTELLIGENCE

Provider-native caching, fully maximized.

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

68%
Avg hit rate
<20ms
Hit latency
0
State to manage
—Auto-injects cache_control for Anthropic prompt caching
—Optimizes prefix ordering for OpenAI and Google APIs
—No Trimio-side cache — provider infrastructure directly
PROVIDER CACHE LOG — LIVE
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
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": "2026-07",
"total_recoverable_usd": 11700,
"tasks_flagged": 4,
"pending_approval": true
}
04 — 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 systematically over-call premium models. Waste quantified, savings calculated, reroute on your approval.

—Full 30-day history analysed — not sampling
—Requests grouped by semantic task type, fleet-wide
—Quality delta calculated per category before any change
—No silent reroutes — every change requires approval
PLATFORM VS ALTERNATIVES

Why not just build it yourself?

You could. Most of our customers tried. Here's the comparison.

TRIMIO
DIY PROXY
PROVIDER NATIVE

See all four levers running on your data.

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

Start Free → Book a Demo
No commitment. Results in 48 hours.