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Kimi K3 vs Gemini 2.5 Flash

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

Kimi K3

Moonshot · released 2026-03-15

Quality (AA Index)80
Input price$0.30
Output price$1.20
Context200K
Throughput150 tok/s
P50 latency0.8s
OVERALL WINNER

Gemini 2.5 Flash

Google · released 2025-09-01

Quality (AA Index)78
Input price$0.30
Output price$2.50
Context1M
Throughput320 tok/s
P50 latency0.3s

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Head-to-head specs

Green column = winner per metric
MetricKimi K3Gemini 2.5 FlashVerdict
Input price
/1M tokens
$0.30$0.30Tied
Output price
/1M tokens
$1.20$2.50Kimi K3 −52%
Context window
max input length
200K1MGemini 2.5 Flash +5.0×
AA Quality
AA Intelligence Index (0–100)
8078Kimi K3 +2pt
Arena Elo
LMArena human-pref Elo (800–2000)
Tied
Throughput
tokens per second
150320Gemini 2.5 Flash +113%
P50 latency
first token
0.8s0.3sGemini 2.5 Flash −63%
Vision
multimodal
Function calling
tool use
Tied
Reasoning mode
chain-of-thought

Monthly cost across common scenarios

Default usage assumptions
ScenarioKimi K3Gemini 2.5 Flash
customer support
1000K req · 600/180 tok
$396$630
chat with docs
300K req · 4000/300 tok
$468$585
code generation
500K req · 2000/500 tok
$600$925
voice assistant
600K req · 800/200 tok
$288$444
Our pick

For most workloads, choose Gemini 2.5 Flash.

  • 5.0× the context window — better for long documents and agents
  • 113% faster throughput — matters for streaming UX and voice agents

The price-performance benchmark for vision tasks. Strong multimodal, weak on deep reasoning. Pair as a fast first hop ahead of a smarter fallback.

Choose Kimi K3 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 Flash as primary, Kimi K3 as fallback. One key, one bill, automatic failover when Gemini 2.5 Flash 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-flash",
      "fallback": ["moonshot/kimi-k3"]
    },
    "messages": [{"role": "user", "content": "..."}]
  }'

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