diff --git a/snapshots/deepseek/api-pricing.md b/snapshots/deepseek/api-pricing.md
index d9d5e55..bc51cbc 100644
--- a/snapshots/deepseek/api-pricing.md
+++ b/snapshots/deepseek/api-pricing.md
@@ -5,29 +5,31 @@
 The prices listed below are in units of per 1M tokens. A token, the smallest unit of text that the model recognizes, can be a word, a number, or even a punctuation mark. We will bill based on the total number of input and output tokens by the model.
 
-| MODEL | deepseek-v4-flash | deepseek-v4-pro |  |  |
-|---|---|---|---|---|
-| BASE URL (OpenAI Format) | https://api.deepseek.com |  |  |  |
-| BASE URL (Anthropic Format) | https://api.deepseek.com/anthropic |  |  |  |
-| MODEL VERSION | DeepSeek-V4-Flash-0731 | DeepSeek-V4-Pro-0813 |  |  |
-| THINKING MODE | Supports both non-thinking and thinking (default) modes See Thinking Mode for how to switch |  |  |  |
-| CONTEXT LENGTH | 1M |  |  |  |
-| MAX OUTPUT | MAXIMUM: 384K |  |  |  |
-| FEATURES | Json Output | ✓ | ✓ |  |
-| Tool Calls | ✓ | ✓ |  |  |
-| Responses API | ✓ | ✓ |  |  |
-| Anthropic API | ✓ | ✓ |  |  |
-| Chat Prefix Completion（Beta） | ✓ | ✓ |  |  |
-| FIM Completion（Beta） | Non-thinking mode only | Non-thinking mode only |  |  |
-| PRICING(1) | 1M INPUT TOKENS (CACHE HIT) | OFF-PEAK | $0.007 | $0.022 |
-| PEAK | $0.014 | $0.044 |  |  |
-| 1M INPUT TOKENS (CACHE MISS) | OFF-PEAK | $0.22 | $0.66 |  |
-| PEAK | $0.44 | $1.32 |  |  |
-| 1M OUTPUT TOKENS | OFF-PEAK | $0.66 | $1.98 |  |
-| PEAK | $1.32 | $3.96 |  |  |
-| Concurrency Limit(2) | 2500 | 500 |  |  |
-
-(1) Off-peak rates are half of the peak rates. Peak hours are 01:00 - 04:00 and 06:00 - 10:00 UTC (all other hours are off-peak).
-
-(2) For more details on concurrency limits, please refer to Rate Limit & Isolation
+| MODEL | deepseek-v4-flash | deepseek-v4-pro | deepseek-v4-flash-vision-exp |  |  |
+|---|---|---|---|---|---|
+| BASE URL (OpenAI Format) | https://api.deepseek.com |  |  |  |  |
+| BASE URL (Anthropic Format) | https://api.deepseek.com/anthropic |  |  |  |  |
+| MODEL VERSION | DeepSeek-V4-Flash-0731 | DeepSeek-V4-Pro-0813 | DeepSeek-V4-Flash-Vision-Exp |  |  |
+| THINKING MODE | Supports both non-thinking and thinking (default) modes See Thinking Mode for how to switch |  |  |  |  |
+| CONTEXT LENGTH | 1M |  |  |  |  |
+| MAX OUTPUT | MAXIMUM: 384K |  |  |  |  |
+| FEATURES | Json Output | ✓ | ✓ | ✓ |  |
+| Tool Calls | ✓ | ✓ | ✓ |  |  |
+| Responses API | ✓ | ✓ | ✓ |  |  |
+| Anthropic API | ✓ | ✓ | ✓ |  |  |
+| Chat Prefix Completion（Beta） | ✓ | ✓ | ✓ |  |  |
+| FIM Completion（Beta） | Non-thinking mode only | Non-thinking mode only | Not supported |  |  |
+| PRICING(1)(2) | 1M INPUT TOKENS (CACHE HIT) | OFF-PEAK | $0.007 | $0.022 | $0.007 |
+| PEAK | $0.014 | $0.044 | $0.014 |  |  |
+| 1M INPUT TOKENS (CACHE MISS) | OFF-PEAK | $0.22 | $0.66 | $0.22 |  |
+| PEAK | $0.44 | $1.32 | $0.44 |  |  |
+| 1M OUTPUT TOKENS | OFF-PEAK | $0.66 | $1.98 | $0.66 |  |
+| PEAK | $1.32 | $3.96 | $1.32 |  |  |
+| Concurrency Limit(3) | 2500 | 500 | 2500 |  |  |
+
+(1) Off-peak rates are half of the peak rates. Peak hours are 01:00 - 04:00 and 06:00 - 10:00 UTC, Monday through Friday (all other hours are off-peak).
+
+(2) Images sent to `deepseek-v4-flash-vision-exp` are converted into tokens based on their dimensions and billed as input tokens together with your text tokens. See Vision: Token Usage for the conversion rule.
+
+(3) For more details on concurrency limits, please refer to Rate Limit & Isolation.
 
 The expense = number of tokens × price. The corresponding fees will be directly deducted from your topped-up balance or granted balance, with a preference for using the granted balance first when both balances are available.