| F01 |
200+ Models & 40+ Providers Gateway (/v1/models) |
1 API key for GPT, Claude, Gemini, DeepSeek, Grok, Qwen, Llama, Flux |
Locked to 1 vendor per $20–$200 subscription |
Requires 10+ separate vendor keys & SDKs |
| F02 |
Pay-As-You-Go Per-Token Billing (/pricing) |
$0/mo fee, non-expiring balance, save 68%–87% |
Fixed $20–$200/mo billed even when idle |
Often requires prepaid tier deposits ($5–$1,000) |
| F03 |
Sticky Session Prompt Caching |
Up to -90% input token discount with sticky affinity |
Opaque message caps (45 msgs / 5 hours) |
Single-vendor only; lost across naive proxies |
| F04 |
Peak & Off-Peak Time-Window Discounts |
Automated -15% to -50% off-peak UTC multipliers |
None (flat monthly retail fee) |
Rare or requires 24-hour delayed batch files |
| F05 |
Multi-Protocol Native Endpoints |
OpenAI Chat, Responses WS, Realtime, Anthropic Messages, Gemini Native |
Browser UI only (no programmatic API included) |
1 proprietary protocol per provider |
| F06 |
1-Click CC Switch & CLI Coding Agents (/docs) |
1-click Claude Code, Codex CLI, Aider, Gemini CLI, OpenCode |
Strict rate limits & frequent CLI OAuth blocks |
Locked to a single vendor's model family |
| F07 |
AI IDE & Desktop Client Integration |
Drop-in for Cursor, VS Code Cline/Roo Code, Continue, Cherry Studio |
Requires extra $20/mo IDE Pro seat |
Manual multi-key switching inside editor |
| F08 |
Image Generation, Editing & Midjourney Proxy |
/v1/images/generations, /v1/edits & full /mj/* suite
|
Requires separate $30–$60/mo Midjourney Discord plan |
No official public Midjourney REST API |
| F09 |
Async Video & Music Task Engine (/v1/video/generations) |
Sora, Veo, Kling, Hailuo, Vidu, Jimeng, Wanx, Grok Video, Suno + auto-refund |
Requires 4–6 separate video/music subscriptions |
9 incompatible proprietary polling schemas |
| F10 |
Speech-to-Text (Whisper), Translation & HD TTS |
Unified /v1/audio/transcriptions, translations, speech |
Limited voice mode inside mobile apps |
Separate voice vendor billing & credentials |
| F11 |
Embeddings, /v1/rerank, Web Search & Moderation |
Complete RAG stack + live /v1/tools/search & fetch |
Not available for developer RAG pipelines |
Requires stitching OpenAI + Cohere + SerpAPI |
| F12 |
Interactive Model Square & Cost Calculator (/pricing) |
Live 200+ model filter & 1M-token input/output/cache calculator |
No token-level pricing transparency |
Static single-vendor PDF/HTML rate tables |
| F13 |
Live Production Model Rankings (/rankings) |
Real-time 24h / 7d / 30d token volume & vendor share |
None |
None (no cross-vendor visibility) |
| F14 |
Browser Multi-Model Playground (/playground) |
Zero-setup 200+ model chat, thinking traces & image sandbox |
Single-vendor web chat only |
Requires separate vendor console logins |
| F15 |
Granular Sub-Keys, USD Caps & CIDR Whitelists (/keys) |
Per-key USD caps, expiry, model whitelist & IP/CIDR allowlist |
Cannot share or scope credentials safely |
Limited CIDR/per-key USD hard caps |
| F16 |
Drag-and-Drop Auto-Group Routing & 99.9% Failover |
Custom cost/speed channel ordering + sub-second auto-failover |
Single point of failure during vendor outages |
Hard downtime whenever primary vendor 503/429s |
| F17 |
VietQR (SePay), Crypto (OxaPay) & Automated Invoices (/wallet) |
Instant VietQR bank transfer, USDT/BTC/ETH, vouchers & PDF invoices |
Requires international Visa/Mastercard; high ban risk |
Frequent regional card & phone verification blocks |
| F18 |
Recurring Quota Reset Subscriptions (/subscriptions) |
Optional daily/weekly/monthly quota tiers + pay-per-token fallback |
Hard lockout once 3-hour/monthly cap hits |
Pay-per-token only without discounted reset tiers |
| F19 |
Sankey Cost Analytics & Cache Audit Logs (/dashboard) |
Real-time Sankey spend flow + per-request latency & cache logs |
Zero token usage analytics |
Delayed aggregate daily CSV exports |
| F20 |
Daily Check-In Free Quota & Referral Commissions (/profile) |
Free daily check-in streak credits + convertible USD referral rewards |
No free API credits or referral payouts |
Free trial credits removed by most vendors |
| F21 |
WebAuthn Passkeys, TOTP 2FA & OAuth SSO (/security) |
FIDO2 Passkeys, TOTP 2FA, 6 OAuth providers & device revocation |
Basic consumer login |
Enterprise SSO often gated behind costly plans |
| F22 |
Zero Prompt Retention Privacy (/privacy-policy) |
0% prompt body storage; never trains on customer code or data |
Consumer chats often used for model training by default |
Varies by tier & zero-data-retention contract |
| F23 |
7-Language Console & Interactive Docs (/docs) |
EN, VI, ZH-CN, ZH-TW, FR, JA, RU UI + runnable SDK snippets |
Limited developer documentation |
Primarily English-only developer portals |
| F24 |
Upstream Price Guard, Solvency Monitor & Casbin RBAC |
Automated price-drift protection, solvency guard & multi-tenant RBAC |
N/A |
Manual custom IAM & FinOps tooling required |