AI Analysis and Content Strategy fixes. Enhanced Strategy Routes refactoring.
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ajaysi
@@ -6,20 +6,35 @@ End-to-end reference for ALwrity's usage-based subscription tiers, API cost conf
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> **Legend**: `∞` = Unlimited. Limits reset at the start of each billing cycle.
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| Plan | Price (Monthly / Yearly) | AI Text Generation Calls* | Token Limits (per provider) | Key API Limits | Video Generation | Monthly Cost Cap | Highlights |
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| --- | --- | --- | --- | --- | --- | --- | --- |
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| **Free** | `$0 / $0` | 100 Gemini • 50 Mistral (legacy enforcement) | 100K Gemini tokens | 20 Tavily • 20 Serper • 10 Metaphor • 10 Firecrawl • 5 Stability • 100 Exa | Not included | `$0` | Basic content generation & limited research |
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| **Basic** | `$29 / $290` | **10 unified LLM calls** (Gemini + OpenAI + Anthropic + Mistral combined) | 20K tokens each (Gemini, OpenAI, Anthropic, Mistral) | 200 Tavily • 200 Serper • 100 Metaphor • 100 Firecrawl • 5 Stability • 500 Exa | 20 videos/mo | `$50` | Full content generation, advanced research, basic analytics |
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| **Pro** | `$79 / $790` | 5K Gemini • 2.5K OpenAI • 1K Anthropic • 2.5K Mistral | 5M Gemini • 2.5M OpenAI • 1M Anthropic • 2.5M Mistral | 1K Tavily • 1K Serper • 500 Metaphor • 500 Firecrawl • 200 Stability • 2K Exa | 50 videos/mo | `$150` | Premium research, advanced analytics, priority support |
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| **Enterprise** | `$199 / $1,990` | ∞ across all LLM providers | ∞ | ∞ across every research/media API | ∞ | `$500` | White-label, dedicated support, custom integrations |
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| Plan | Price (Monthly / Yearly) | AI Text Generation Calls* | Token Limits (per provider) | Key API Limits | Video Generation | Image Editing | Audio Generation | Monthly Cost Cap | Highlights |
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| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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| **Free** | `$0 / $0` | 100 Gemini • 50 Mistral (legacy enforcement) | 100K Gemini tokens | 20 Tavily • 20 Serper • 10 Metaphor • 10 Firecrawl • 5 Stability • 100 Exa | Not included | 10 edits/mo | 20 generations/mo | `$0` | Basic content generation & limited research |
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| **Basic** | `$29 / $290` | **50 unified LLM calls** (Gemini + OpenAI + Anthropic + Mistral combined) | 100K tokens each (Gemini, OpenAI, Anthropic, Mistral) | 200 Tavily • 200 Serper • 100 Metaphor • 100 Firecrawl • **50 Images** (OSS models) • 500 Exa | **30 videos/mo** (OSS: WAN 2.5) | **50 edits/mo** (OSS: Qwen Edit) | **100 generations/mo** (OSS: Minimax Speech) | `$45` | **OSS-powered**: Full content generation, advanced research, all tools access |
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| **Pro** | `$79 / $790` | 5K Gemini • 2.5K OpenAI • 1K Anthropic • 2.5K Mistral | 5M Gemini • 2.5M OpenAI • 1M Anthropic • 2.5M Mistral | 1K Tavily • 1K Serper • 500 Metaphor • 500 Firecrawl • 200 Stability • 2K Exa | 50 videos/mo | 100 edits/mo | 200 generations/mo | `$150` | Premium research, advanced analytics, priority support |
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| **Enterprise** | `$199 / $1,990` | ∞ across all LLM providers | ∞ | ∞ across every research/media API | ∞ | ∞ | ∞ | `$500` | White-label, dedicated support, custom integrations |
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\*The Basic plan now enforces a **unified** `ai_text_generation_calls_limit` of 10 requests across all LLM providers. Legacy per-provider columns remain for analytics dashboards but do not control enforcement.
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\*The Basic plan enforces a **unified** `ai_text_generation_calls_limit` of **50 requests** across all LLM providers (increased from 10). Legacy per-provider columns remain for analytics dashboards but do not control enforcement.
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**OSS Models**: Basic tier prioritizes Open-Source AI models via WaveSpeed for cost efficiency:
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- **Image Generation**: Qwen Image ($0.03) or Ideogram V3 Turbo ($0.05)
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- **Image Editing**: Qwen Edit ($0.02) or FLUX Kontext Pro ($0.04)
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- **Video Generation**: WAN 2.5 ($0.25 per ~5s video)
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- **Audio Generation**: Minimax Speech 02 HD ($0.05 per 1K characters)
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### Plan Feature Notes
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- **Video Generation**: Powered by Hugging Face `tencent/HunyuanVideo` ($0.10 per request). Plan limits are shown above.
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- **Image Generation**: Stability AI billed at $0.04/image. Limits shown under “Key API Limits”.
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#### OSS-First Strategy (Basic Tier)
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The Basic tier prioritizes **Open-Source AI models** via WaveSpeed for cost efficiency, allowing more generous limits:
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- **Image Generation**: Defaults to **Qwen Image OSS** ($0.03/image) vs Stability ($0.04/image) - **25% savings**
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- **Image Editing**: Defaults to **Qwen Edit OSS** ($0.02/edit) vs Stability ($0.04/edit) - **50% savings**
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- **Video Generation**: Defaults to **WAN 2.5 OSS** ($0.25/video) - Better quality/value than HuggingFace
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- **Audio Generation**: Uses **Minimax Speech 02 HD OSS** ($0.05 per 1K chars) - High-quality TTS
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#### Other Features
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- **Video Generation**: Basic tier uses WAN 2.5 OSS ($0.25 per ~5s video). Pro/Enterprise can use HuggingFace `tencent/HunyuanVideo` ($0.10) or premium models.
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- **Image Generation**: Basic tier uses OSS models (Qwen Image $0.03, Ideogram V3 Turbo $0.05). Pro/Enterprise can use Stability AI ($0.04/image) or premium models.
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- **Research APIs**: Tavily, Serper, Metaphor, Exa, and Firecrawl are individually rate-limited per plan.
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- **Cost Caps**: `monthly_cost_limit` hard stops spend at $50 / $150 / $500 for paid tiers. Enterprise caps are adjustable via support.
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- **Cost Caps**: `monthly_cost_limit` hard stops spend at $45 (Basic) / $150 (Pro) / $500 (Enterprise). Enterprise caps are adjustable via support.
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## Provider Pricing Matrix
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@@ -53,13 +68,33 @@ HUGGINGFACE_OUTPUT_TOKEN_COST=0.000003 # $3 per 1M tokens
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Models covered: `openai/gpt-oss-120b:groq`, `gpt-oss-120b`, and `default` (fallback).
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### Search, Image, and Video APIs
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#### Search APIs
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- Tavily — $0.001 per search
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- Serper — $0.001 per search
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- Metaphor — $0.003 per search
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- Exa — $0.005 per search (1–25 results)
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- Firecrawl — $0.002 per crawled page
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- Stability AI — $0.04 per image
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- Video Generation (HunyuanVideo) — $0.10 per video request
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#### Image Generation (OSS Models via WaveSpeed)
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- **Qwen Image** (OSS) — $0.03 per image ⭐ **Default for Basic tier**
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- **Ideogram V3 Turbo** (OSS) — $0.05 per image (photorealistic, text rendering)
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- Stability AI — $0.04 per image (Pro/Enterprise)
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#### Image Editing (OSS Models via WaveSpeed)
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- **Qwen Image Edit** (OSS) — $0.02 per edit ⭐ **Default for Basic tier**
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- **Qwen Image Edit Plus** (OSS) — $0.02 per edit (multi-image)
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- **FLUX Kontext Pro** (OSS) — $0.04 per edit (professional, typography)
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#### Video Generation
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- **WAN 2.5** (OSS) — $0.25 per video (~5 seconds) ⭐ **Default for Basic tier**
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- **Seedance 1.5 Pro** (OSS) — $0.40 per video (~5 seconds, longer duration)
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- HunyuanVideo (HuggingFace) — $0.10 per video request
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- Kling v2.5 Turbo (5s) — $0.21 per video
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- Kling v2.5 Turbo (10s) — $0.42 per video
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#### Audio Generation (OSS Models via WaveSpeed)
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- **Minimax Speech 02 HD** (OSS) — $0.05 per 1,000 characters ⭐ **Default**
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## Updating Pricing & Plans
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@@ -75,7 +110,10 @@ Models covered: `openai/gpt-oss-120b:groq`, `gpt-oss-120b`, and `default` (fallb
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| Gemini 2.5 Flash (1K input / 500 output tokens) | (1,000 × 0.0000003) + (500 × 0.0000025) | **$0.00155** |
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| Tavily Search | 1 request × $0.001 | **$0.001** |
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| Hugging Face GPT-OSS-120B (2K in / 1K out) | (2,000 × 0.000001) + (1,000 × 0.000003) | **$0.005** |
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| Video Generation (Basic plan) | 1 request × $0.10 | **$0.10** (counts toward 20-video quota) |
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| Image Generation (Basic - Qwen Image OSS) | 1 image × $0.03 | **$0.03** (counts toward 50-image quota) |
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| Image Editing (Basic - Qwen Edit OSS) | 1 edit × $0.02 | **$0.02** (counts toward 50-edit quota) |
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| Video Generation (Basic - WAN 2.5 OSS) | 1 video × $0.25 | **$0.25** (counts toward 30-video quota) |
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| Audio Generation (Basic - Minimax Speech OSS) | 2,000 chars × $0.05/1K | **$0.10** (counts toward 100-audio quota) |
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## Enforcement & Monitoring
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@@ -94,5 +132,11 @@ Models covered: `openai/gpt-oss-120b:groq`, `gpt-oss-120b`, and `default` (fallb
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---
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**Last Updated**: November 2025
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**Last Updated**: January 2026
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**Recent Changes** (OSS-Focused Strategy):
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- ✅ Basic tier limits increased: 50 AI calls (was 10), 100K tokens (was 20K), 50 images (was 5), 50 edits (was 30), 30 videos (was 20), 100 audio (was 50)
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- ✅ Cost cap adjusted: $45 (was $50) to align with $40-50 hard limit target
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- ✅ OSS models prioritized: Qwen Image ($0.03), Qwen Edit ($0.02), WAN 2.5 ($0.25), Minimax Speech ($0.05/1K chars)
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- ✅ 25-50% cost savings vs proprietary models enable more generous limits
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