ClaudeBYOK + QF
$1,240Best routeHealthyFind reliable lower-cost AI inference.
Manage every model through one wallet.
Connect your OpenAI, Claude, Gemini, image, and video model access. QuotaFlow manages keys, limits, and approved supply routes, while agents keep searching for better capacity when you need it.
30%Inference cost optimization
24/7Supply visibility
100%Usage visibility
10MRequests
Inference · last 60s
claude-opus-4-8US222 ms
claude-sonnet-4-6UK148 ms
claude-haiku-4-5DE88 ms
gpt-5-5CA176 ms
Models from leading AI labs
Wallet-first architecture
One compact wallet for model access, limits, and supply.
Connect your model access once. QuotaFlow keeps keys, balances, usage limits, and approved supply routes organized for agents and apps.Total AI compute balance$4,2803 model groups · 3 supply modes
GPTAzure + OpenAI
$980ApprovedHealthyMediaImage + video supply
$1,340CapacityLockedGlobal inference supply
Global inference supply inside your AI wallet
QuotaFlow watches authorized partner and cloud-provider supply so each model balance can use your keys, QuotaFlow supply, or locked capacity without changing your AI stack.
Learn more →
Wallet capacity planner
$72.8K/mo, 24% route signal
100K 1K tokens / month on claude-inference.
Quotaflow$72.8K
Direct
baseline$95.8K
baseline$95.8K
Usage insights
Every token, route, and capacity decision becomes measurable.
Track model family, source, key, owner, workflow, spend, route evidence, latency, and ROI from one wallet ledger.
Token activity ledger
Every AI call becomes an auditable wallet transaction with model, key, source, team, agent, workflow, cost, route source, and policy outcome.
- Spend by team and workflow
- Key and source attribution
- Route and ROI evidence
$42.8KAI spend
31%Waste flagged
3.2xROI gap
Live insight view
Wallet spend by owner
30-day token activity mapped to source, owner, workflow, and output.
ROI spread
3.2x
$13.2K
waste detected
6
teams tracked
312
workflow runs
Engineering$18.4K82% accepted output
Growth$9.8K31% waste flagged
Design$5.6K4.1x ROI
Ops$8.9Kretry waste rising
Curated by QuotaFlow
Policy collections.
Pick your control.
Hand-curated controls for wallet keys, budgets, context, agents, and audit trails. Each is ready to attach to a QuotaFlow wallet before a workflow spends tokens.
Best overall
Wallet key policies
Attach budgets, allowed models, source rules, and context packs to every qf key.
BestKeys
BYOK source control
Keep OpenAI, Anthropic, Azure, Bedrock, and Vertex keys governed from one wallet.
BestBudget
Spend limits
Cap spend per app, team, workflow, contractor, or autonomous agent before tokens are used.
BestContext
Reusable context packs
Package approved instructions, product rules, prompts, and decisions into each workflow key.
BestAgents
Agent workflow controls
Give Cursor, Claude Code, Cline, Codex, and internal agents scoped wallet access.
BestAudit
Route and activity audit
Record model, key, source, policy, cost, latency, and route evidence for every AI call.
The wallet layer behind every AI workflow
Spend → Context → Output → ROI.
Quotaflow sits between your team and the AI tools they already use: route tokens to cheaper sources, capture usage signals, preserve context, and show which workflows create return.
Use one qf key
One wallet for Codex, Cursor, Claude Code, Copilot, Cline, and agents.
Create one QuotaFlow key, cap spend per coding agent or IDE, choose BYOK or QuotaFlow supply, and track usage across developer tools, internal agents, image/video workflows, and OpenAI-compatible APIs.
Codex DesktopCodex CLIGitHub CopilotVS Code AgentsClaude CodeClaude DesktopCursorDevin DesktopWindsurfClineRoo CodeAiderOpenCodeContinueGemini CLIGoogle JulesJetBrains JunieCodex CLIMCP clientsOpenAI-compatible APIsAntigravity
SLA-backedEnterprise support
No trainingOn your data
Encrypted keysServer-side vault
No data retentionEnterprise safe mode
Product map
One AI token wallet for gateway execution, spend management, and LLM cost optimization.
QuotaFlow combines BYOK keys, OpenAI-compatible routing, token ledger, inference supply signals, route audit, reusable agent context, and team usage insights so every model call has a wallet record and ROI trail.
AI GatewayOpenAI-compatible routing, BYOK keys, route policy, and token ledger.Learn more →AI Spend ManagementTrack token spend, usage visibility, workflow evidence, and ROI.Learn more →LLM Cost OptimizationUse inference supply signals, agent searches, route checks, and supply movement to manage spend.Learn more →BYOK AI WalletManage personal plans, provider keys, API usage, and fallback capacity.Learn more →Route AuditVerify supply provenance, model path quality, downgrade risk, and trust.Learn more →AI Agent Context SharingReuse wallet knowledge, skills, team context, and budget labels.Learn more →Team AI WalletShare budgets, approvals, context, usage insights, route policy, and locked supply terms.Learn more →Enterprise AI GatewayHedge inference procurement with private supply and secure deployment.Learn more →AI Wallet Partner ProgramPackage AI capacity, model access, and wallet controls inside your product.Learn more →Models & providersReview supported model families, provider routes, and capacity signals.Learn more →
Create your AI Token Wallet.
Bring your own keys, use QuotaFlow supply, or lock global inference capacity from one wallet.
Model balances, key vault, supply monitor, route audit, activity ledger, and ROI evidence in one account.
Create walletFAQ
Quotaflow helps teams lower AI token costs, understand how AI is used across teams and projects, and manage shared context so repeated workflows get cheaper and better over time.
Each model family can use your own keys, QuotaFlow supply, or locked capacity. Routing is the execution layer that selects the best approved source by price, health, policy, and capacity.
No. Keep Claude Code, Cursor, Codex, OpenAI-compatible APIs, MCP clients, and internal tools. Quotaflow sits above them as the quota, routing, insight, and context layer.
Teams can organize reusable prompts, project memory, policies, and workflow context so every agent or teammate starts from the same trusted base instead of paying tokens to rediscover it.
Yes. Quotaflow is designed to connect AI spend with teams, projects, models, agents, and repeated workflows so leaders can fund what works and cut silent token waste.
Quotaflow is built for governed team usage: quota controls, project separation, access policies, and audit visibility help teams adopt AI without losing control of sensitive context.
Quotaflow compares available token sources and routes work by cost, latency, model fit, and team policy, so teams can use cheaper capacity without manually managing every provider.
Yes. Request a demo and we can map your current AI spend, tool stack, and team workflows into an initial ROI plan before you migrate production usage.