Ernie 4.5 Turbo vs Llama 3.3 70B benchmark

Llama 3.3 70B1,285

Coding Elo

Ernie 4.5 Turbo1,435

Llama 3.3 70B—

LiveBenchErnie 4.5 Turbo (+11.2%)

Ernie 4.5 Turbo61%

Llama 3.3 70B49.8%

SWE-benchErnie 4.5 Turbo (+11.9%)

Ernie 4.5 Turbo57%

Llama 3.3 70B45.1%

GPQA DiamondErnie 4.5 Turbo (+8.8%)

Ernie 4.5 Turbo74.5%

Llama 3.3 70B65.7%

Time to first tokenLlama 3.3 70B (+40 ms)

Ernie 4.5 Turbo200 ms

Llama 3.3 70B160 ms

Output speedLlama 3.3 70B (+45 tok/s)

Ernie 4.5 Turbo95 tok/s

Llama 3.3 70B140 tok/s

Input priceLlama 3.3 70B (+$0.2/1M)

Ernie 4.5 Turbo$0.3/1M

Llama 3.3 70B$0.1/1M

Output priceLlama 3.3 70B (+$0.88/1M)

Ernie 4.5 Turbo$1.2/1M

Llama 3.3 70B$0.32/1M

Context windowLlama 3.3 70B (+3k)

Ernie 4.5 Turbo128k

Llama 3.3 70B131k

All Ernie 4.5 Turbo matchups →|All Llama 3.3 70B matchups →

Benchmark	Ernie 4.5 Turbo	Llama 3.3 70B	Advantage Delta
Preference Elo	1,450 lmarena · Aug 17, 2026	1,285 lmarena · Aug 17, 2026	Ernie 4.5 Turbo (+165)
Coding Elo	1,435 lmarena · Aug 17, 2026	—	—
LiveBench	61% livebench · Aug 17, 2026	49.8% livebench · Aug 17, 2026	Ernie 4.5 Turbo (+11.2%)
SWE-bench	57% swebench · Aug 17, 2026	45.1% swebench · Aug 17, 2026	Ernie 4.5 Turbo (+11.9%)
GPQA Diamond	74.5% seed-bootstrap · Aug 1, 2026	65.7% seed-bootstrap · Aug 1, 2026	Ernie 4.5 Turbo (+8.8%)
Time to first token	200 ms seed-bootstrap · Aug 1, 2026	160 ms seed-bootstrap · Aug 1, 2026	Llama 3.3 70B (+40 ms)
Output speed	95 tok/s seed-bootstrap · Aug 1, 2026	140 tok/s seed-bootstrap · Aug 1, 2026	Llama 3.3 70B (+45 tok/s)
Input price	$0.3/1M seed-bootstrap · Aug 1, 2026	$0.1/1M openrouter · Aug 17, 2026	Llama 3.3 70B (+$0.2/1M)
Output price	$1.2/1M seed-bootstrap · Aug 1, 2026	$0.32/1M openrouter · Aug 17, 2026	Llama 3.3 70B (+$0.88/1M)
Context window	128k seed-bootstrap · Aug 1, 2026	131k openrouter · Aug 17, 2026	Llama 3.3 70B (+3k)

Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 71% 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)

Ernie 4.5 Turbo$28.50 / mo

In: $10.5Out: $18

Llama 3.3 70B$8.30 / mo

In: $3.5Out: $4.8

Estimated Cost Delta

Llama 3.3 70B is estimated to save $20.20/month ($242/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

1
Ernie 4.5 Turbo:Pick Ernie 4.5 Turbo 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 agentsErnie 4.5 Turbo

Higher SWE-bench (57%).

High-volume chatLlama 3.3 70B

Lower output list price ($0.32/1M).

Voice / low-latency UILlama 3.3 70B

Lower TTFT (160 ms).

Long-document RAGLlama 3.3 70B

Larger window (131k).

Screenshots / visionErnie 4.5 Turbo

Ernie 4.5 Turbo is the side marked multimodal in the catalog.

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	Ernie 4.5 Turbo	Higher SWE-bench (57%).
High-volume chat	Llama 3.3 70B	Lower output list price ($0.32/1M).
Voice / low-latency UI	Llama 3.3 70B	Lower TTFT (160 ms).
Long-document RAG	Llama 3.3 70B	Larger window (131k).
Screenshots / vision	Ernie 4.5 Turbo	Ernie 4.5 Turbo 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 Matrix

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LIVE

Baidu

Ernie 4.5 Turbo

Elo 1,450

LiveBench61%

SWE-bench57%

Speed95 tok/s

Output cost$1.2/1M

Llama 3.3 70B

Elo 1,285

LiveBench49.8%

SWE-bench45.1%

Speed140 tok/s

Output cost$0.32/1M

Frequently Asked Questions

Which is better overall, Ernie 4.5 Turbo or Llama 3.3 70B?: Ernie 4.5 Turbo has the higher preference Elo in our latest snapshot (1,450). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Ernie 4.5 Turbo or Llama 3.3 70B?: Ernie 4.5 Turbo leads SWE-bench at 57% 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 $0.32/1M versus $1.2/1M. Input prices and retry rates still move the real bill.
Which is faster, Ernie 4.5 Turbo or Llama 3.3 70B?: Llama 3.3 70B has the lower time-to-first-token (160 ms vs 200 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?: Llama 3.3 70B accepts 131k 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. Ernie 4.5 Turbo and Llama 3.3 70B Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

Ernie 4.5 Turbo vs Yi-Lightning (previous other)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 Ernie 4.5 Turbo Llama 4 Scout vs Ernie 4.5 Turbo Llama 3.1 405B vs Ernie 4.5 Turbo

Ernie 4.5 Turbo vs Llama 3.3 70B benchmark

Capability Percentiles

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

Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect

Percentile 0–100

Dimensional AdvantageEven 3–3

Benchmark

Ernie 4.5 Turbo

Llama 3.3 70B

Advantage Delta

Preference Elo

1,450

1,285

Ernie 4.5 Turbo (+165)

Coding Elo

1,435

—

LiveBench

61%

49.8%

Ernie 4.5 Turbo (+11.2%)

SWE-bench

57%

45.1%

Ernie 4.5 Turbo (+11.9%)

GPQA Diamond

74.5%

65.7%

Ernie 4.5 Turbo (+8.8%)

Time to first token

200 ms

160 ms

Llama 3.3 70B (+40 ms)

Output speed

95 tok/s

140 tok/s

Llama 3.3 70B (+45 tok/s)

Input price

$0.3/1M

$0.1/1M

Llama 3.3 70B (+$0.2/1M)

Output price

$1.2/1M

$0.32/1M

Llama 3.3 70B (+$0.88/1M)

Context window

128k

131k