Spend
OverviewPeopleProvidersHardwareInsights
Manifold
Market
Buy
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Treasury
Integrations
Jump Trading
Jump Trading
412 seats · FY26
Spend/Providers
Providers · last 30 days

Providers

Spend by AI provider, models used, and cost per million tokens.

OverviewPeopleProvidersHardwareInsights
Active providers
10
24 models with traffic
Blended $/Mtok
$3.74
22.1B tok in window
Open-weight share
30%
of tokens · 5% of cost
Market · TCI-Inf
$1.04 / $9.00
open / closed $/Mtok •0.0%
History

Daily spend by provider

API usage plus subscription seats.
Anthropic
Frontier API
$56.8K
▲+8.8%
Models

Model usage

Effective price uses your input/output mix and any price changes in the period.
ModelProviderTierUsersTokensList in/outEff. $/MtokCostΔTrend
Claude Fable 5.1Anthropicfrontier25953M$10 / $50$19.70$18.8K▲+3.9%
API
$45.6K
Plans
$11.2K
Next 90d
$240.8K
  • Claude Fable 5.1$18.8K · 953M
  • Claude Sonnet 5$14.9K · 3,885M
  • Claude Opus 5$9.99K · 1,014M
  • Claude Haiku 4.5$1.88K · 1,003M
  • Claude Max 20×29 seats · $5,800/mo
  • Claude Team193 seats · $5,790/mo
6.9B tok · eff. $6.65/Mtok
OpenAI
Frontier API
$31.1K
▼-2.7%
API
$20.1K
Plans
$10.9K
Next 90d
$129.7K
  • GPT-5.6 Sol$9.75K · 2,940M
  • GPT-6 Astra$9.57K · 447M
  • GPT-5.6 Luna$401 · 931M
  • GPT-5.4 mini$395 · 245M
  • ChatGPT Enterprise189 seats · $11,340/mo
4.6B tok · eff. $4.41/Mtok
Google
Frontier API
$10.8K
▲+3.8%
API
$8.78K
Plans
$2.06K
Next 90d
$49.1K
  • Gemini 3.1 Pro$6.78K · 1,574M
  • Gemini 3.8 Flash$2.00K · 1,483M
  • Gemini for Workspace89 seats · $2,136/mo
3.1B tok · eff. $2.87/Mtok
Kimi (Moonshot)
Frontier API
$2.20K
▲+0.7%
API
$2.20K
Plans
—
Next 90d
$4.27K
  • Kimi K3$1.70K · 393M
  • Kimi K2.7 Code$499 · 348M
741M tok · eff. $2.97/Mtok
xAI
xAI
Frontier API
$2.08K
▼-3.0%
API
$1.79K
Plans
$289
Next 90d
$8.25K
  • Grok 4.6$1.79K · 613M
  • SuperGrok Heavy1 seats · $300/mo
613M tok · eff. $2.92/Mtok
aws
AWS Bedrock
Hyperscaler
$1.36K
▲+11.8%
API
$1.36K
Plans
—
Next 90d
$5.95K
  • Claude Sonnet 5 (Bedrock)$1.19K · 308M
  • Llama 3.3 70B (Bedrock)$179 · 248M
556M tok · eff. $2.45/Mtok
OpenRouter
Model routeropen-weight
$1.16K
▲+4.7%
API
$1.16K
Plans
—
Next 90d
$3.89K
  • DeepSeek V4 Pro (via OR)$806 · 482M
  • MiniMax M3 (via OR)$309 · 609M
  • Qwen3.8 Flash (via OR)$46 · 206M
1.3B tok · eff. $0.90/Mtok
Azure OpenAI
Hyperscaler
$824
▼-7.4%
API
$824
Plans
—
Next 90d
$4.04K
  • GPT-5.6 Sol (Azure)$824 · 202M
202M tok · eff. $4.07/Mtok
vast
Vast.ai (open-weight)
Distributedopen-weight
$520
▼-0.3%
API
$520
Plans
—
Next 90d
$2.44K
  • DeepSeek V4 Pro (Vast)$416 · 774M
  • Qwen3.8 27B (Vast)$105 · 388M
1.2B tok · eff. $0.45/Mtok
On-prem (open-weight)
On-premopen-weight
$369
▲+11.3%
API
$369
Plans
—
Next 90d
$1.80K
  • Qwen3.8 27B$248 · 1,851M
  • Llama 3.3 70B$88 · 430M
  • Gemma 3 12B$34 · 799M
3.1B tok · eff. $0.12/Mtok
Claude Sonnet 5Anthropicfrontier453,885M$2 / $10$3.85$14.9K▲+16.2%
Claude Opus 5Anthropicfrontier271,014M$5 / $25$9.85$9.99K▲+10.8%
GPT-5.6 SolOpenAIfrontier362,940M$2 / $10$3.32$9.75K▼-11.1%
GPT-6 AstraOpenAIfrontier11447M$10 / $50$21.43$9.57K▼-2.3%
Gemini 3.1 ProGooglefrontier311,574M$2 / $12$4.31$6.78K▲+0.1%
Gemini 3.8 FlashGooglesmall281,483M$0.75 / $3.75$1.35$2.00K▲+17.1%
Claude Haiku 4.5Anthropicsmall131,003M$1 / $5$1.88$1.88K▲+18.2%
Grok 4.6xAIxAIfrontier9613M$2 / $6$2.92$1.79K▼-4.2%
Kimi K3openKimi (Moonshot)frontier14393M$2.65 / $13.28$4.33$1.70K▼-2.9%
Claude Sonnet 5 (Bedrock)awsAWS Bedrockfrontier7308M$2 / $10$3.85$1.19K▲+13.5%
GPT-5.6 Sol (Azure)Azure OpenAIfrontier8202M$2 / $10$4.07$824▼-7.4%
DeepSeek V4 Pro (via OR)openOpenRoutermid14482M$1.6 / $3.2$1.67$806▼-0.8%
Kimi K2.7 CodeopenKimi (Moonshot)mid15348M$0.71 / $3.5$1.43$499▲+15.2%
DeepSeek V4 Pro (Vast)openvastVast.ai (open-weight)frontier9774M$0.31 / $0.95$0.54$416▲+0.3%
GPT-5.6 LunaOpenAImid29931M$0.2 / $1.2$0.43$401▲+6.6%
GPT-5.4 miniOpenAIsmall9245M$0.75 / $4.5$1.62$395▲+10.2%
MiniMax M3 (via OR)openOpenRoutermid7609M$0.3 / $1.2$0.51$309▲+21.3%
Qwen3.8 27BopenOn-prem (open-weight)mid251,851M$0.09 / $0.28$0.13$248▲+8.8%
Llama 3.3 70B (Bedrock)openawsAWS Bedrockmid8248M$0.72 / $0.72$0.72$179▲+1.8%
Qwen3.8 27B (Vast)openvastVast.ai (open-weight)mid16388M$0.17 / $0.6$0.27$105▼-2.6%
Llama 3.3 70BopenOn-prem (open-weight)mid11430M$0.14 / $0.42$0.20$88▲+21.3%
Qwen3.8 Flash (via OR)openOpenRoutersmall9206M$0.15 / $0.47$0.22$46▲+11.8%
Gemma 3 12BopenOn-prem (open-weight)small14799M$0.03 / $0.09$0.04$34▲+6.7%