Udhay/update pricing per 1m (#235)

* fix

* token price update

* Revert "token price update"

This reverts commit b30984a.

* Update pricing to per 1M tokens format

Author: udhaykumarbala

docs/developer-hub/building-on-0g/compute-network/inference.md

@@ -30,11 +30,11 @@ import TabItem from '@theme/TabItem';
 <details>
 <summary><b>View Testnet Services (3 Available)</b></summary>
 
-| # | Model | Type | Provider | URL | Input Price (per token) | Output Price (per token) |
-|---|-------|------|----------|-----|-------------------------|--------------------------|
-| 1 | `qwen/qwen-2.5-7b-instruct` | Chatbot | `0xa48f01...` | compute-network-6 | 0.00000005 0G | 0.0000001 0G |
-| 2 | `openai/gpt-oss-20b` | Chatbot | `0x8e60d4...` | compute-network-7 | 0.00000005 0G | 0.0000001 0G |
-| 3 | `google/gemma-3-27b-it` | Chatbot | `0x69Eb5a...` | compute-network-8 | 0.00000015 0G | 0.0000004 0G |
+| # | Model | Type | Provider | Input (per 1M tokens) | Output (per 1M tokens) |
+|---|-------|------|----------|----------------------|------------------------|
+| 1 | `qwen-2.5-7b-instruct` | Chatbot | `0xa48f01...` | 0.05 0G | 0.10 0G |
+| 2 | `gpt-oss-20b` | Chatbot | `0x8e60d4...` | 0.05 0G | 0.10 0G |
+| 3 | `gemma-3-27b-it` | Chatbot | `0x69Eb5a...` | 0.15 0G | 0.40 0G |
 
 **Available Models:**
 - **Qwen 2.5 7B Instruct**: Fast and efficient conversational model
@@ -52,15 +52,15 @@ All testnet services feature TeeML verifiability and are ideal for development a
 <details>
 <summary><b>View Mainnet Services (7 Available)</b></summary>
 
-| # | Model | Type | Provider | Input Price (per token) | Output Price (per token) |
-|---|-------|------|----------|-------------------------|--------------------------|
-| 1 | `deepseek-ai/DeepSeek-V3.1` | Chatbot | `0xd9966e...` | 0.00000049 0G | 0.0000015 0G |
-| 2 | `openai/whisper-large-v3` | Speech-to-Text | `0x36aCff...` | 0.000000049 0G | 0.000000114 0G |
-| 3 | `openai/gpt-oss-120b` | Chatbot | `0xBB3f5b...` | 0.0000001 0G | 0.00000049 0G |
-| 4 | `qwen/qwen2.5-vl-72b-instruct` | Chatbot | `0x4415ef...` | 0.00000049 0G | 0.00000049 0G |
-| 5 | `deepseek/deepseek-chat-v3-0324` | Chatbot | `0x1B3AAe...` | 0.0000003 0G | 0.000001 0G |
-| 6 | `flux-turbo` | Text-to-Image | `0xE29a72...` | 0.0 0G | 0.003 0G |
-| 7 | `openai/gpt-oss-20b` | Chatbot | `0x44ba50...` | 0.00000005 0G | 0.00000011 0G |
+| # | Model | Type | Provider | Input (per 1M tokens) | Output (per 1M tokens) |
+|---|-------|------|----------|----------------------|------------------------|
+| 1 | `DeepSeek-V3.1` | Chatbot | `0xd9966e...` | 0.49 0G | 1.50 0G |
+| 2 | `deepseek-chat-v3-0324` | Chatbot | `0x1B3AAe...` | 0.30 0G | 1.00 0G |
+| 3 | `gpt-oss-120b` | Chatbot | `0xBB3f5b...` | 0.10 0G | 0.49 0G |
+| 4 | `qwen2.5-vl-72b-instruct` | Chatbot | `0x4415ef...` | 0.49 0G | 0.49 0G |
+| 5 | `gpt-oss-20b` | Chatbot | `0x44ba50...` | 0.05 0G | 0.11 0G |
+| 6 | `whisper-large-v3` | Speech-to-Text | `0x36aCff...` | 0.05 0G | 0.11 0G |
+| 7 | `flux-turbo` | Text-to-Image | `0xE29a72...` | - | 0.003 0G/image |
 
 **Available Models by Type:**