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Llama 4 Scout vs Kimi K3

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
OVERALL WINNER

Llama 4 Scout

Meta · released 2026-01-25

Quality (AA Index)75
Input price$0.20
Output price$0.60
Context256K
Throughput380 tok/s
P50 latency0.2s

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

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Head-to-head specs

Green column = winner per metric
MetricLlama 4 ScoutKimi K3Verdict
Input price
/1M tokens
$0.20$0.30Llama 4 Scout −33%
Output price
/1M tokens
$0.60$1.20Llama 4 Scout −50%
Context window
max input length
256K200KLlama 4 Scout +1.3×
AA Quality
AA Intelligence Index (0–100)
7580Kimi K3 +5pt
Arena Elo
LMArena human-pref Elo (800–2000)
Tied
Throughput
tokens per second
380150Llama 4 Scout +153%
P50 latency
first token
0.2s0.8sLlama 4 Scout −75%
Vision
multimodal
Tied
Function calling
tool use
Tied
Reasoning mode
chain-of-thought
Tied

Monthly cost across common scenarios

Default usage assumptions
ScenarioLlama 4 ScoutKimi K3
customer support
1000K req · 600/180 tok
$228$396
chat with docs
300K req · 4000/300 tok
$294$468
code generation
500K req · 2000/500 tok
$350$600
voice assistant
600K req · 800/200 tok
$168$288
Our pick

For most workloads, choose Llama 4 Scout.

  • 33% cheaper input price, which compounds at scale
  • 1.3× the context window — better for long documents and agents
  • 153% faster throughput — matters for streaming UX and voice agents
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 Llama 4 Scout as primary, Kimi K3 as fallback. One key, one bill, automatic failover when Llama 4 Scout 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": "meta/llama-4-scout",
      "fallback": ["moonshot/kimi-k3"]
    },
    "messages": [{"role": "user", "content": "..."}]
  }'

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