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Inference FinOps

What each endpoint costs per token, how much of it sits idle, and where the money goes. Read-only from your provider billing and metrics.

Sep 24 – Oct 23, 2026

GPU spend, 30 days

$46k

5 endpoints

Tokens served

127.20B

Input and output, 30 days

Average utilization

56%

Spend-weighted

support-agent per 1M tokens

$0.392

Last 7 days, 6% lower than 4 weeks ago

Endpoints

Cost per 1M tokens uses GPU-hours billed, not GPU-hours busy.

Endpoint Hardware Utilization Tokens/day Per 1M tokens Monthly Idle/mo
support-agent Llama 3.1 70B 8× H100 CoreWeave · $2.79/GPU-hr 41% 1.48B $0.367 $16,294 $9,613
doc-summarize Llama 3.1 70B 4× H100 AWS · $4.42/GPU-hr 83% 1.12B $0.384 $12,906 $2,194
sql-copilot Qwen2.5 Coder 32B 4× H200 Lambda · $3.29/GPU-hr 68% 0.91B $0.352 $9,607 $3,074
transcribe Whisper large-v3 2× H100 AWS · $4.42/GPU-hr 22% 0.42B $0.512 $6,453 $5,033
moderation Llama Guard 3 8B 1× A100 80GB RunPod · $0.99/GPU-hr 57% 0.31B $0.078 $723 $311

Cost per 1M tokens

support-agentsql-copilotdoc-summarize
$0.30 $0.35 $0.40 $0.45 $0.50 support-agent sql-copilot doc-summarize Sep 24 Oct 1 Oct 8 Oct 15 Oct 22
View as table
Daysupport-agentsql-copilotdoc-summarize
Sep 24$0.413$0.383$0.431
Sep 25$0.393$0.385$0.435
Sep 26$0.472$0.460$0.503
Sep 27$0.458$0.437$0.479
Sep 28$0.402$0.369$0.404
Sep 29$0.393$0.377$0.413
Sep 30$0.391$0.384$0.419
Oct 1$0.382$0.376$0.404
Oct 2$0.382$0.376$0.407
Oct 3$0.457$0.444$0.471
Oct 4$0.445$0.437$0.474
Oct 5$0.374$0.369$0.402
Oct 6$0.387$0.357$0.402
Oct 7$0.380$0.362$0.396
Oct 8$0.386$0.365$0.403
Oct 9$0.387$0.370$0.388
Oct 10$0.441$0.425$0.479
Oct 11$0.450$0.425$0.469
Oct 12$0.371$0.360$0.399
Oct 13$0.379$0.361$0.399
Oct 14$0.375$0.365$0.382
Oct 15$0.381$0.366$0.389
Oct 16$0.374$0.362$0.383
Oct 17$0.427$0.419$0.466
Oct 18$0.449$0.426$0.468
Oct 19$0.368$0.361$0.392
Oct 20$0.381$0.356$0.400
Oct 21$0.377$0.366$0.400
Oct 22$0.369$0.364$0.399
Oct 23$0.375$0.360$0.390

Spend by provider

  • AWS $19,360
    42% of spend
  • CoreWeave $16,294
    35% of spend
  • Lambda $9,607
    21% of spend
  • RunPod $723
    2% of spend