DeepSeek V4 Pro vs Gemini 3.5 Flash-Lite: pricing and benchmarks
Gemini 3.5 Flash-Lite is 77% cheaper on input tokens ($0.30 vs $1.32 per 1M). Gemini 3.5 Flash-Lite is 37% cheaper on output tokens ($2.50 vs $3.96 per 1M). On our document Q&A workload (50,000 questions a month), Gemini 3.5 Flash-Lite costs $195.00 a month versus $646.80 for DeepSeek V4 Pro, 70% less. DeepSeek V4 Pro scores 155.5 on the Epoch Capabilities Index vs 145.1 for Gemini 3.5 Flash-Lite.
Prices verified September 14, 2026.
Which should you choose?
DeepSeek V4 Pro scores 155.5 on the Epoch Capabilities Index vs 145.1 for Gemini 3.5 Flash-Lite.
DeepSeek V4 Pro scores 64.6% on FrontierMath (Tiers 1–3) vs 26.0% for Gemini 3.5 Flash-Lite.
Gemini 3.5 Flash-Lite costs $0.85 per 1M tokens (3:1 input-to-output mix) vs $1.98 for DeepSeek V4 Pro, 57% less.
A trade-off: DeepSeek V4 Pro is 10.3 ECI points more capable but costs 2.3x as much as Gemini 3.5 Flash-Lite.
Pricing and specs
| DeepSeek V4 Pro | Gemini 3.5 Flash-Lite | |
|---|---|---|
| Provider | DeepSeek | |
| API model ID | deepseek-v4-pro | gemini-3.5-flash-lite |
| Input / 1M tokens | $1.32 | $0.30 |
| Cached input / 1M tokens | $0.044 | $0.03 |
| Output / 1M tokens | $3.96 | $2.50 |
| Long-context rates | — | — |
| Context window | 1M tokens | 1.05M tokens |
| Max output | 384K tokens | 66K tokens |
| Batch discount | — | 50% off |
Benchmarks
| DeepSeek V4 Pro | Gemini 3.5 Flash-Lite | |
|---|---|---|
| Epoch Capabilities Index | 155.5 | 145.1 |
| GPQA Diamond· Science reasoning | 88.9% | 77.8% |
| FrontierMath (Tiers 1–3)· Advanced math | 64.6% | 26.0% |
| SimpleQA Verified· Factual accuracy | 52.9% | — |
| ARC-AGI-2· Abstract reasoning | 61.3% | 10.3% |
| DeepSWE· Coding | — | — |
| APEX-Agents· Agentic work | — | — |
Source: Epoch AI, best recorded result per model (CC BY 4.0). A dash means no published score. See all benchmarks
Monthly cost for real workloads
| Workload | DeepSeek V4 Pro | Gemini 3.5 Flash-Lite | Difference |
|---|---|---|---|
Support chatbot 100,000 replies a month, ~1,500 input tokens (system prompt + history) and ~400 output tokens each. | $356.40 | $145.00 | Gemini 3.5 Flash-Lite 59% cheaper |
Document Q&A (RAG) 50,000 questions a month with ~8,000 tokens of retrieved context and ~600 output tokens each. | $646.80 | $195.00 | Gemini 3.5 Flash-Lite 70% cheaper |
Coding agent 10,000 agent steps a month, ~40,000 input tokens each (70% read from the prompt cache) and ~2,000 output tokens. | $249.92 | $94.40 | Gemini 3.5 Flash-Lite 62% cheaper |
Estimates use standard list prices and ignore cache-write surcharges. Different tokenizers can count the same text differently, so test with your own prompts.
DeepSeek V4 Pro vs Gemini 3.5 Flash-Lite cost calculator
- $195.00/mo$0.0039 / request
- DeepSeek V4 ProDeepSeek$646.80/mo$0.01 / request
Standard-tier list prices. Long-context rates apply automatically where the provider publishes a threshold. Excludes cache-write surcharges, taxes, batch and volume discounts.
DeepSeek V4 Pro pricing notes
DeepSeek’s larger V4 model with thinking and non-thinking modes and tool calls.
- Prices shown are peak rates. Off-peak rates are half: peak hours are 01:00–04:00 and 06:00–10:00 UTC, Monday to Friday.
- Vision input is not supported.
Gemini 3.5 Flash-Lite pricing notes
Google’s lowest-cost Gemini 3.5 model for high-volume work.
- The same input price applies to text, image, video and audio.
- Output price includes thinking tokens.
Frequently asked questions
- Is DeepSeek V4 Pro cheaper than Gemini 3.5 Flash-Lite?
- Gemini 3.5 Flash-Lite is 77% cheaper on input tokens ($0.30 vs $1.32 per 1M). Gemini 3.5 Flash-Lite is 37% cheaper on output tokens ($2.50 vs $3.96 per 1M). On our document Q&A workload (50,000 questions a month), Gemini 3.5 Flash-Lite costs $195.00 a month versus $646.80 for DeepSeek V4 Pro, 70% less.
- Which is more capable, DeepSeek V4 Pro or Gemini 3.5 Flash-Lite?
- DeepSeek V4 Pro scores 155.5 on the Epoch Capabilities Index vs 145.1 for Gemini 3.5 Flash-Lite.
- How much does DeepSeek V4 Pro cost per 1M tokens?
- DeepSeek V4 Pro costs $1.32 per 1M input tokens and $3.96 per 1M output tokens, and $0.044 per 1M cached input tokens on DeepSeek’s standard tier.
- How much does Gemini 3.5 Flash-Lite cost per 1M tokens?
- Gemini 3.5 Flash-Lite costs $0.30 per 1M input tokens and $2.50 per 1M output tokens, and $0.03 per 1M cached input tokens on Google’s standard tier.
- Which has the larger context window, DeepSeek V4 Pro or Gemini 3.5 Flash-Lite?
- Gemini 3.5 Flash-Lite has the larger context window: 1.05M tokens versus 1M for DeepSeek V4 Pro.