DeepSeek Coder V3 vs Reka Flash

Performance benchmarks + pricing comparison — updated April 2026

DeepSeek Coder V3

DeepSeek

Latest generation DeepSeek coding model. Improved code understanding and generation over V2.

Input	$0.270/M
Output	$1.10/M
Context	128K tokens
Best For	Code generation, refactoring, multi-language development

Reka

Reka's fast multimodal model. Compact and efficient for high-volume tasks with vision capability.

Input	$0.200/M
Output	$0.800/M
Context	128K tokens
Best For	High-volume tasks, vision + text, cost optimization
Benchmark	40/100

Estimated cost per project with 30% cache hit rate. Actual costs may vary based on usage patterns.

Scenario	DeepSeek Coder V3	Reka Flash	Savings
Small Script (1K lines)	$0.04	$0.03	Reka Flash saves $0.01 (27%)
Medium Feature (10K lines)	$0.31	$0.23	Reka Flash saves $0.08 (27%)
Large Project (50K lines)	$1.57	$1.15	Reka Flash saves $0.42 (27%)
Code Review (5K lines)	$0.07	$0.06	Reka Flash saves $0.02 (26%)

Reka Flash wins on both price and performance — $0.200/M input with a benchmark score of N/A/100.

For most developers, this is the clear choice between these two models.

Anthropic's balanced model for coding and general tasks. Best price-performance ratio in the Claude family.

Anthropic's most powerful model. Best for complex reasoning and challenging coding tasks.

Previous generation Sonnet. Still excellent for coding tasks at the same price point.

Fast, cost-effective model for high-volume tasks. Great for code review and simple queries.

First generation Opus. Highest reasoning capability in the Claude 3 family.

First generation Sonnet. Balanced performance for general tasks.