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  3. Kimi K2.5 Max vs Llama 3.3 70B

Pairwise benchmark snapshot · Aug 1, 2026

Kimi K2.5 Max vs Llama 3.3 70B benchmark

In this head-to-head showdown, Kimi K2.5 Max delivers higher overall intelligence and human-preferred responses (Elo 1,515 vs 1,285), while Kimi K2.5 Max leads in SWE-bench software engineering benchmarks (71.3%), while Llama 3.3 70B is more budget-friendly at $0.59/1M 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: Choose Kimi K2.5 Max if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Llama 3.3 70B if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

9 direct benchmark disciplines evaluated across capability, speed, and cost

Kimi K2.5 Max (5)Llama 3.3 70B (4)
Kimi K2.5 Max
5 of 9 Wins
✓Preference Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Context window
Llama 3.3 70B
4 of 9 Wins
✓Time to first token✓Output speed✓Input price✓Output price
Moonshot
Leads 5 of 9 metrics
Kimi K2.5 Max

Moonshot flagship reasoning model with high-fidelity coding, deep thinking, and tool use across a 200k context.

K2.5 MaxElo 1,515$2/1M out
Meta
Leads 4 of 9 metrics
Llama 3.3 70B

Previous Meta 70B open-weight workhorse.

Elo 1,285$0.59/1M out

Kimi Series Lineage & Sibling Variants

4 models

Currently comparing Kimi K2.5 Max vs Llama 3.3 70B. Alternative family tiers available.

Active: Kimi K2.5 Max
Kimi K3$2.5Kimi K2$1.4Kimi Chat 1.5$0.8

Kimi K2.5 Max Thinking Depth & Cost Scaler

Model A

Simulate accuracy gains vs added response time & token cost

Mode: Medium (Deep Reasoning)

Reasoning models “think before answering” by generating internal reasoning tokens. Higher effort improves math, coding, and logic accuracy, but increases response delay and token costs.

Thinking Delay
270 ms
Standard speed
Reasoning Depth
~2,500
Internal tokens
Cost / 1k Calls
$5.85
6.9× standard bill
Accuracy Boost
+5.5% accuracy
STEM & SWE-bench
Top Rival Showdowns for Kimi K2.5 Max
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference LeaderKimi K2.5 Max Wins

Kimi K2.5 Max

Δ 230 Arena Elo pts

Throughput LeaderLlama 3.3 70B Wins

Llama 3.3 70B

140 tok/s

Value per Dollar LeaderLlama 3.3 70B Wins

Llama 3.3 70B

$0.59 / 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 Western standard models with China's leading frontier rival across 6 skill dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
Percentile 0–100
Head-to-Head Comparison

Overall Matchup Breakdown

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

Kimi K2.5 Max (6)vsLlama 3.3 70B (4)
Kimi K2.5 Max: 6W (60%)Overall: Kimi K2.5 MaxLlama 3.3 70B: 4W (40%)
← Kimi K2.5 MaxLlama 3.3 70B →
🏆Kimi K2.5 Max(5/5)

Intelligence & Reasoning

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

Benchmark
Kimi K2.5 MaxvsLlama 3.3 70B
Preference Elo
1,515vs1,285+230
Coding Elo
1,520vs—
SWE-bench
71.3%vs45.1%+26.2%
LiveBench
67.2%vs49.8%+17.4%
GPQA Diamond
87.6%vs65.7%+21.9%
Kimi K2.5 Max: 5WLlama 3.3 70B: 0W
🏆Llama 3.3 70B(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Kimi K2.5 MaxvsLlama 3.3 70B
Output speed
72 tok/svs140 tok/s+68 tok/s
Time to first token
270 msvs160 ms+110 ms
Kimi K2.5 Max: 0WLlama 3.3 70B: 2W
🏆Llama 3.3 70B(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Kimi K2.5 MaxvsLlama 3.3 70B
Output price
$2/1Mvs$0.59/1M+$1.41/1M
Input price
$0.5/1Mvs$0.18/1M+$0.32/1M
Context window
200kvs128k+72k
Kimi K2.5 Max: 1WLlama 3.3 70B: 2W

Side-by-Side Benchmark Matrix

Preference Elo+230
Kimi K2.5 Max1,515
seed-bootstrap · Aug 1, 2026
Llama 3.3 70B1,285
seed-bootstrap · Aug 1, 2026
Coding Elo
Kimi K2.5 Max1,520
seed-bootstrap · Aug 1, 2026
Llama 3.3 70B—
LiveBench+17.4%
Kimi K2.5 Max67.2%
seed-bootstrap · Aug 1, 2026
Llama 3.3 70B49.8%
seed-bootstrap · Aug 1, 2026
SWE-bench+26.2%
Kimi K2.5 Max71.3%
seed-bootstrap · Aug 1, 2026
Llama 3.3 70B45.1%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+21.9%
Kimi K2.5 Max87.6%
seed-bootstrap · Aug 1, 2026
Llama 3.3 70B65.7%
seed-bootstrap · Aug 1, 2026
Time to first token+110 ms
Kimi K2.5 Max270 ms
seed-bootstrap · Aug 1, 2026
Llama 3.3 70B160 ms
seed-bootstrap · Aug 1, 2026
Output speed+68 tok/s
Kimi K2.5 Max72 tok/s
seed-bootstrap · Aug 1, 2026
Llama 3.3 70B140 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$0.32/1M
Kimi K2.5 Max$0.5/1M
seed-bootstrap · Aug 1, 2026
Llama 3.3 70B$0.18/1M
seed-bootstrap · Aug 1, 2026
Output price+$1.41/1M
Kimi K2.5 Max$2/1M
seed-bootstrap · Aug 1, 2026
Llama 3.3 70B$0.59/1M
seed-bootstrap · Aug 1, 2026
Context window+72k
Kimi K2.5 Max200k
seed-bootstrap · Aug 1, 2026
Llama 3.3 70B128k
seed-bootstrap · Aug 1, 2026
BenchmarkKimi K2.5 MaxLlama 3.3 70BAdvantage Delta
Preference Elo
1,515
seed-bootstrap · Aug 1, 2026
1,285
seed-bootstrap · Aug 1, 2026
+230
Coding Elo
1,520
seed-bootstrap · Aug 1, 2026
——
LiveBench
67.2%
seed-bootstrap · Aug 1, 2026
49.8%
seed-bootstrap · Aug 1, 2026
+17.4%
SWE-bench
71.3%
seed-bootstrap · Aug 1, 2026
45.1%
seed-bootstrap · Aug 1, 2026
+26.2%
GPQA Diamond
87.6%
seed-bootstrap · Aug 1, 2026
65.7%
seed-bootstrap · Aug 1, 2026
+21.9%
Time to first token
270 ms
seed-bootstrap · Aug 1, 2026
160 ms
seed-bootstrap · Aug 1, 2026
+110 ms
Output speed
72 tok/s
seed-bootstrap · Aug 1, 2026
140 tok/s
seed-bootstrap · Aug 1, 2026
+68 tok/s
Input price
$0.5/1M
seed-bootstrap · Aug 1, 2026
$0.18/1M
seed-bootstrap · Aug 1, 2026
+$0.32/1M
Output price
$2/1M
seed-bootstrap · Aug 1, 2026
$0.59/1M
seed-bootstrap · Aug 1, 2026
+$1.41/1M
Context window
200k
seed-bootstrap · Aug 1, 2026
128k
seed-bootstrap · Aug 1, 2026
+72k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 68% with Llama 3.3 70B
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Kimi K2.5 Max$47.50 / mo
In: $17.5Out: $30
Llama 3.3 70B$15.15 / mo
In: $6.3Out: $8.85
Estimated Cost Delta

Llama 3.3 70B is estimated to save $32.35/month ($388/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Kimi K2.5 Max:Pick Kimi K2.5 Max when repo-level coding accuracy is the constraint.
  • 2
    Llama 3.3 70B:Pick Llama 3.3 70B when you are optimizing output cost.
  • 3
    Llama 3.3 70B:Pick Llama 3.3 70B when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsKimi K2.5 Max

Higher SWE-bench (71.3%).

High-volume chatLlama 3.3 70B

Lower output list price ($0.59/1M).

Voice / low-latency UILlama 3.3 70B

Lower TTFT (160 ms).

Long-document RAGKimi K2.5 Max

Larger window (200k).

Screenshots / visionKimi K2.5 Max

Kimi K2.5 Max is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsKimi K2.5 MaxHigher SWE-bench (71.3%).
High-volume chatLlama 3.3 70BLower output list price ($0.59/1M).
Voice / low-latency UILlama 3.3 70BLower TTFT (160 ms).
Long-document RAGKimi K2.5 MaxLarger window (200k).
Screenshots / visionKimi K2.5 MaxKimi K2.5 Max is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchDec 6, 2024

Llama 3.3 70B stays as the previous Meta 70B workhorse

Dec 2024 instruct 70B. Still a self-host baseline. Llama 4 is the 2026 buy.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Moonshot

Kimi K2.5 Max

Elo 1,515
SWE-bench71.3%
Speed (tok/s)72 tok/s
Input / 1M Tokens$0.5/1M
Output / 1M Tokens$2/1M
Meta

Llama 3.3 70B

Elo 1,285
SWE-bench45.1%
Speed (tok/s)140 tok/s
Input / 1M Tokens$0.18/1M
Output / 1M Tokens$0.59/1M

Frequently Asked Questions

Which is better overall, Kimi K2.5 Max or Llama 3.3 70B?
Kimi K2.5 Max has the higher preference Elo in our latest snapshot (1,515). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Kimi K2.5 Max or Llama 3.3 70B?
Kimi K2.5 Max leads SWE-bench at 71.3% vs 45.1%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Llama 3.3 70B output tokens are $0.59/1M versus $2/1M. Input prices and retry rates still move the real bill.
Which is faster, Kimi K2.5 Max or Llama 3.3 70B?
Llama 3.3 70B has the lower time-to-first-token (160 ms vs 270 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Kimi K2.5 Max accepts 200k tokens versus 128k.
Can I self-host either model?
Llama 3.3 70B is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.
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. Kimi K2.5 Max and Llama 3.3 70B Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Dec 6, 2024

    Llama 3.3 70B stays as the previous Meta 70B workhorse

Similar Head-to-Head Comparisons

All Kimi K2.5 Max matchups →|All Llama 3.3 70B matchups →
Kimi K2.5 Max vs Kimi K2 (previous kimi)Kimi K2.5 Max vs Kimi K3 (next kimi)Llama 3.3 70B vs Llama 3.1 70B (previous llama)Llama 3.3 70B vs Llama 4 Maverick (next llama)Llama 4 Maverick vs Kimi K2.5 MaxQwen 3 Max vs Kimi K2.5 Max