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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

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  3. GPT-4o mini vs MoonshotAI Kimi Latest

Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)

GPT-4o mini vs MoonshotAI Kimi Latest benchmark

In this head-to-head showdown, GPT-4o mini is more budget-friendly at $0.6/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Both GPT-4o mini and MoonshotAI Kimi Latest present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Executive Verdict Summary

GPT-4o mini holds empirical advantage (2 of 3 metrics)

Coding / SWESWE-bench
GPT-4o miniTop code solve rate
ReasoningGPQA / Live
GPT-4o miniTop logical accuracy
Best Value$/1M Tok
GPT-4o miniLowest API billing cost
Speed / TokTok/Sec
GPT-4o miniFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

GPT-4o mini (2)MoonshotAI Kimi Latest (1)
GPT-4o mini
2 of 3 Wins
✓Input price✓Output price
MoonshotAI Kimi Latest
1 of 3 Wins
✓Context window
OpenAI
Leads 2 of 3
GPT-4o mini

Legacy small OpenAI model. Useful as a cheap baseline.

4o MiniElo 1,272In: $0.15 · Out: $0.6/1M
~moonshotai
Leads 1 of 3
MoonshotAI Kimi Latest

Auto-discovered from OpenRouter (~moonshotai/kimi-latest). Preview until a second source matches.

In: $2.6 · Out: $13/1M

GPT-4 Series Lineage & Sibling Variants

4 models

Currently comparing GPT-4o mini vs MoonshotAI Kimi Latest. Alternative family tiers available.

Active: GPT-4o mini
GPT-4o$10GPT-4.5 Orion$150OpenAI: GPT-4$60
Top Rival Showdowns for GPT-4o mini
All Matchups
Compare vs:vs Claude Opus 4.5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar LeaderGPT-4o mini Wins

GPT-4o mini

$0.6 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

GPT-4o mini (8)vsMoonshotAI Kimi Latest (1)
GPT-4o mini: 8W (89%)Overall: GPT-4o miniMoonshotAI Kimi Latest: 1W (11%)
← GPT-4o miniMoonshotAI Kimi Latest →
🏆GPT-4o mini Leads(4/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Benchmark
GPT-4o minivsMoonshotAI Kimi Latest
Preference Elo
1,272vs—
Coding Elo
—vs—
SWE-bench
41.2%vs—
LiveBench
48.1%vs—
GPQA Diamond
60.1%vs—
GPT-4o mini: 4WMoonshotAI Kimi Latest: 0W
🏆GPT-4o mini Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
GPT-4o minivsMoonshotAI Kimi Latest
Output speed
160 tok/svs—
Time to first token
130 msvs—
GPT-4o mini: 2WMoonshotAI Kimi Latest: 0W
🏆GPT-4o mini Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
GPT-4o minivsMoonshotAI Kimi Latest
Output price
$0.6/1Mvs$13/1M+$12.4/1M
Input price
$0.15/1Mvs$2.6/1M+$2.45/1M
Context window
128kvs1M+921k
GPT-4o mini: 2WMoonshotAI Kimi Latest: 1W

Side-by-Side Benchmark Matrix

GPT-4o miniMoonshotAI Kimi Latest
Preference Elo
GPT-4o mini1,272
MoonshotAI Kimi Latest—
LiveBench
GPT-4o mini48.1%
MoonshotAI Kimi Latest—
SWE-bench
GPT-4o mini41.2%
MoonshotAI Kimi Latest—
GPQA Diamond
GPT-4o mini60.1%
MoonshotAI Kimi Latest—
Time to first token
GPT-4o mini130 ms
MoonshotAI Kimi Latest—
Output speed
GPT-4o mini160 tok/s
MoonshotAI Kimi Latest—
Input priceGPT-4o mini +$2.45/1M
GPT-4o mini$0.15/1M
MoonshotAI Kimi Latest$2.6/1M
Output priceGPT-4o mini +$12.4/1M
GPT-4o mini$0.6/1M
MoonshotAI Kimi Latest$13/1M
Context windowMoonshotAI Kimi Latest +921k
GPT-4o mini128k
MoonshotAI Kimi Latest1M
BenchmarkGPT-4o miniMoonshotAI Kimi LatestAdvantage Delta
Preference Elo
1,272
lmarena · Aug 17, 2026
——
LiveBench
48.1%
livebench · Aug 17, 2026
——
SWE-bench
41.2%
swebench · Aug 17, 2026
——
GPQA Diamond
60.1%
seed-bootstrap · Aug 1, 2026
——
Time to first token
130 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
160 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$0.15/1M
openrouter · Aug 17, 2026
$2.6/1M
openrouter · Aug 17, 2026
+$2.45/1M
Output price
$0.6/1M
openrouter · Aug 17, 2026
$13/1M
openrouter · Aug 17, 2026
+$12.4/1M
Context window
128k
openrouter · Aug 17, 2026
1M
openrouter · Aug 17, 2026
+921k

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save 95% with GPT-4o mini
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
GPT-4o mini$14.25 / mo
In: $5.25Out: $9
MoonshotAI Kimi Latest$286.00 / mo
In: $91Out: $195
Estimated Cost Delta

GPT-4o mini is estimated to save $271.75/month ($3,261/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    GPT-4o mini:Pick GPT-4o mini when you are optimizing output cost.
  • 2
    MoonshotAI Kimi Latest:Pick MoonshotAI Kimi Latest for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatGPT-4o mini

Lower output list price ($0.6/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGMoonshotAI Kimi Latest

Larger window (1M).

Screenshots / visionGPT-4o mini

GPT-4o mini is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatGPT-4o miniLower output list price ($0.6/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGMoonshotAI Kimi LatestLarger window (1M).
Screenshots / visionGPT-4o miniGPT-4o mini is the side marked multimodal in the catalog.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
OpenAI

GPT-4o mini

Elo 1,272
SWE-bench41.2%
Speed (tok/s)160 tok/s
Input / 1M Tokens$0.15/1M
Output / 1M Tokens$0.6/1M
~moonshotai

MoonshotAI Kimi Latest

Elo n/a
SWE-bench—
Speed (tok/s)1M
Input / 1M Tokens$2.6/1M
Output / 1M Tokens$13/1M

Frequently Asked Questions

Which is better overall, GPT-4o mini or MoonshotAI Kimi Latest?
We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, GPT-4o mini or MoonshotAI Kimi Latest?
SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?
GPT-4o mini output tokens are $0.6/1M versus $13/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-4o mini or MoonshotAI Kimi Latest?
We do not have TTFT for both models.
Which has the larger context window?
MoonshotAI Kimi Latest accepts 1M tokens versus 128k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. GPT-4o mini and MoonshotAI Kimi Latest Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All GPT-4o mini matchups →|All MoonshotAI Kimi Latest matchups →
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