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GPT-5 mini vs DeepSeek R2

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

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all prices in USD per 1M tokens
OVERALL WINNER

GPT-5 mini

OpenAI · released 2026-01-15

Quality (AA Index)84
Input price$0.25
Output price$2.00
Context400K
Throughput280 tok/s
P50 latency0.3s

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

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Head-to-head specs

Green column = winner per metric
MetricGPT-5 miniDeepSeek R2Verdict
Input price
/1M tokens
$0.25$0.55GPT-5 mini −55%
Output price
/1M tokens
$2.00$2.20GPT-5 mini −9%
Context window
max input length
400K128KGPT-5 mini +3.1×
AA Quality
AA Intelligence Index (0–100)
8486DeepSeek R2 +2pt
Arena Elo
LMArena human-pref Elo (800–2000)
Tied
Throughput
tokens per second
280110GPT-5 mini +155%
P50 latency
first token
0.3s1.2sGPT-5 mini −75%
Vision
multimodal
Function calling
tool use
Tied
Reasoning mode
chain-of-thought
Tied

Monthly cost across common scenarios

Default usage assumptions
ScenarioGPT-5 miniDeepSeek R2
customer support
1000K req · 600/180 tok
$510$726
chat with docs
300K req · 4000/300 tok
$480$858
code generation
500K req · 2000/500 tok
$750$1.1K
voice assistant
600K req · 800/200 tok
$360$528
Our pick

For most workloads, choose GPT-5 mini.

  • 55% cheaper input price, which compounds at scale
  • 3.1× the context window — better for long documents and agents
  • 155% faster throughput — matters for streaming UX and voice agents

GPT-5 family inheritance at a fraction of the cost — strong on routine tasks but visibly weaker on multi-step reasoning. Default choice when GPT-5 is overkill.

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 GPT-5 mini as primary, DeepSeek R2 as fallback. One key, one bill, automatic failover when GPT-5 mini 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": "openai/gpt-5-mini",
      "fallback": ["deepseek/deepseek-r2"]
    },
    "messages": [{"role": "user", "content": "..."}]
  }'

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