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DeepSeek R2 vs Gemini 2.5 Pro

Side-by-side pricing, capabilities, real-world cost across common scenarios, and our editorial pick.

Add a modelUp to 4 models can be compared
all prices in USD per 1M tokens

DeepSeek R2

DeepSeek · released 2026-02-15

Quality (AA Index)86
Input price$0.55
Output price$2.20
Context128K
Throughput110 tok/s
P50 latency1.2s
OVERALL WINNER

Gemini 2.5 Pro

Google · released 2025-09-01

Quality (AA Index)87
Input price$1.25
Output price$10.00
Context1M
Throughput140 tok/s
P50 latency0.8s

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Head-to-head specs

Green column = winner per metric
MetricDeepSeek R2Gemini 2.5 ProVerdict
Input price
/1M tokens
$0.55$1.25DeepSeek R2 −56%
Output price
/1M tokens
$2.20$10.00DeepSeek R2 −78%
Context window
max input length
128K1MGemini 2.5 Pro +7.8×
AA Quality
AA Intelligence Index (0–100)
8687Gemini 2.5 Pro +1pt
Arena Elo
LMArena human-pref Elo (800–2000)
Tied
Throughput
tokens per second
110140Gemini 2.5 Pro +27%
P50 latency
first token
1.2s0.8sGemini 2.5 Pro −33%
Vision
multimodal
Function calling
tool use
Tied
Reasoning mode
chain-of-thought
Tied

Monthly cost across common scenarios

Default usage assumptions
ScenarioDeepSeek R2Gemini 2.5 Pro
customer support
1000K req · 600/180 tok
$726$2.5K
chat with docs
300K req · 4000/300 tok
$858$2.4K
code generation
500K req · 2000/500 tok
$1.1K$3.8K
voice assistant
600K req · 800/200 tok
$528$1.8K
Our pick

For most workloads, choose Gemini 2.5 Pro.

  • 7.8× the context window — better for long documents and agents
  • 27% faster throughput — matters for streaming UX and voice agents

Largest context window in the top tier (1M tokens). Tradeoff: pricier than DeepSeek and slower TTFT than GPT-5 — pick when whole-codebase or whole-PDF tasks matter.

Choose DeepSeek R2 instead if: Tradeoffs for this pair have not yet been documented. The quality difference may be small enough that workload fit, integration cost, and team familiarity decide the choice.

Read our deep analysis

Why pick? Use both with smart routing

Phase 2 · gateway with fallback chain

Set Gemini 2.5 Pro as primary, DeepSeek R2 as fallback. One key, one bill, automatic failover when Gemini 2.5 Pro errors.

PHASE 2 PREVIEW · gateway not live yetThis endpoint does not exist yet. The gateway is in Phase 2 — what you see below is a design preview of the planned interface, not a live API. We will email subscribers when it launches.
Preview the planned API call
$ curl https://api.aipricly.com/v1/chat/completions \
  -H "Authorization: Bearer $AIPC_KEY" \
  -d '{
    "routing": {
      "primary": "google/gemini-2-5-pro",
      "fallback": ["deepseek/deepseek-r2"]
    },
    "messages": [{"role": "user", "content": "..."}]
  }'

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