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

DeepSeek: R1 Distill Llama 70B vs Ernie 4.5 Turbo benchmark

Name: DeepSeek: R1 Distill Llama 70B vs Ernie 4.5 Turbo AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

In this head-to-head showdown, DeepSeek: R1 Distill Llama 70B is more budget-friendly at $0.8/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

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Executive Verdict Summary

Ernie 4.5 Turbo holds empirical advantage (2 of 3 metrics)

Coding / SWESWE-bench

Ernie 4.5 TurboTop code solve rate

ReasoningGPQA / Live

Ernie 4.5 TurboTop logical accuracy

Best Value$/1M Tok

DeepSeek: R1 Distill Llama 70BLowest API billing cost

Speed / TokTok/Sec

Ernie 4.5 TurboFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

DeepSeek: R1 Distill Llama 70B (1)Ernie 4.5 Turbo (2)

DeepSeek: R1 Distill Llama 70B

1 of 3 Wins

✓Output price

Ernie 4.5 Turbo

2 of 3 Wins

✓Input price✓Context window

DeepSeek

Leads 1 of 3

DeepSeek: R1 Distill Llama 70B

Auto-discovered from OpenRouter (deepseek/deepseek-r1-distill-llama-70b). Preview until a second source matches.

In: $0.8 · Out: $0.8/1M

Baidu

Leads 2 of 3

Ernie 4.5 Turbo

Baidu current multimodal enterprise foundation model with broad Chinese knowledge.

Elo 1,450In: $0.3 · Out: $1.2/1M

Top Rival Showdowns for DeepSeek: R1 Distill Llama 70B

All Matchups

Compare vs:vs Claude Opus 4.5 vs GPT-5 vs Gemini 3 Pro vs Grok 4.6 vs Qwen 3 Max

Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar LeaderDeepSeek: R1 Distill Llama 70B Wins

DeepSeek: R1 Distill Llama 70B

$0.7999999999999999 / 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.

DeepSeek: R1 Distill Llama 70B (1)vsErnie 4.5 Turbo (9)

DeepSeek: R1 Distill Llama 70B: 1W (10%)Ernie 4.5 Turbo: 9W (90%)

← DeepSeek: R1 Distill Llama 70BErnie 4.5 Turbo →

🏆Ernie 4.5 Turbo Leads(5/5)

Intelligence & Reasoning

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

Benchmark

DeepSeek: R1 Distill Llama 70BvsErnie 4.5 Turbo

Preference Elo

—vs1,450

Coding Elo

—vs1,435

SWE-bench

—vs57%

LiveBench

—vs61%

GPQA Diamond

—vs74.5%

DeepSeek: R1 Distill Llama 70B: 0WErnie 4.5 Turbo: 5W

🏆Ernie 4.5 Turbo Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark

DeepSeek: R1 Distill Llama 70BvsErnie 4.5 Turbo

Output speed

—vs95 tok/s

Time to first token

—vs200 ms

DeepSeek: R1 Distill Llama 70B: 0WErnie 4.5 Turbo: 2W

🏆Ernie 4.5 Turbo Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark

DeepSeek: R1 Distill Llama 70BvsErnie 4.5 Turbo

Output price

$0.8/1Mvs$1.2/1M+$0.4/1M

Input price

$0.8/1Mvs$0.3/1M+$0.5/1M

Context window

8kvs128k+120k

DeepSeek: R1 Distill Llama 70B: 1WErnie 4.5 Turbo: 2W

Side-by-Side Benchmark Matrix

DeepSeek: R1 Distill Llama 70BErnie 4.5 Turbo

Preference Elo

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo1,450

Coding Elo

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo1,435

LiveBench

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo61%

SWE-bench

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo57%

GPQA Diamond

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo74.5%

Time to first token

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo200 ms

Output speed

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo95 tok/s

Input priceErnie 4.5 Turbo +$0.5/1M

DeepSeek: R1 Distill Llama 70B$0.8/1M

Ernie 4.5 Turbo$0.3/1M

Output priceDeepSeek: R1 Distill Llama 70B +$0.4/1M

DeepSeek: R1 Distill Llama 70B$0.8/1M

Ernie 4.5 Turbo$1.2/1M

Context windowErnie 4.5 Turbo +120k

DeepSeek: R1 Distill Llama 70B8k

Ernie 4.5 Turbo128k

Benchmark	DeepSeek: R1 Distill Llama 70B	Ernie 4.5 Turbo	Advantage Delta
Preference Elo	—	1,450 lmarena · Aug 17, 2026	—
Coding Elo	—	1,435 lmarena · Aug 17, 2026	—
LiveBench	—	61% livebench · Aug 17, 2026	—
SWE-bench	—	57% swebench · Aug 17, 2026	—
GPQA Diamond	—	74.5% seed-bootstrap · Aug 1, 2026	—
Time to first token	—	200 ms seed-bootstrap · Aug 1, 2026	—
Output speed	—	95 tok/s seed-bootstrap · Aug 1, 2026	—
Input price	$0.8/1M openrouter · Aug 17, 2026	$0.3/1M seed-bootstrap · Aug 1, 2026	+$0.5/1M
Output price	$0.8/1M openrouter · Aug 17, 2026	$1.2/1M seed-bootstrap · Aug 1, 2026	+$0.4/1M
Context window	8k openrouter · Aug 17, 2026	128k seed-bootstrap · Aug 1, 2026	+120k

Workload Cost & Savings Calculator

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

Save 29% with Ernie 4.5 Turbo

Monthly Volume50M tokens/mo

Quick Presets:

Token Ratio (In vs Out)70% In / 30% Out

RAG / Search (10% out)Coding / Chat (50% out)

DeepSeek: R1 Distill Llama 70B$40.00 / mo

In: $28Out: $12

Ernie 4.5 Turbo$28.50 / mo

In: $10.5Out: $18

Estimated Cost Delta

Ernie 4.5 Turbo is estimated to save $11.50/month ($138/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

1
DeepSeek: R1 Distill Llama 70B:Pick DeepSeek: R1 Distill Llama 70B when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatDeepSeek: R1 Distill Llama 70B

Lower output list price ($0.8/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGErnie 4.5 Turbo

Larger window (128k).

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	insufficient data	Need SWE-bench on both sides.
High-volume chat	DeepSeek: R1 Distill Llama 70B	Lower output list price ($0.8/1M).
Voice / low-latency UI	insufficient data	Need TTFT on both sides.
Long-document RAG	Ernie 4.5 Turbo	Larger window (128k).
Screenshots / vision	Ernie 4.5 Turbo	Ernie 4.5 Turbo is the side marked multimodal in the catalog.

Cast Your Matchup Vote

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK

DeepSeek

DeepSeek: R1 Distill Llama 70B

Elo n/a

SWE-bench—

Speed (tok/s)8k

Input / 1M Tokens$0.8/1M

Output / 1M Tokens$0.8/1M

Baidu

Ernie 4.5 Turbo

Elo 1,450

SWE-bench57%

Speed (tok/s)95 tok/s

Input / 1M Tokens$0.3/1M

Output / 1M Tokens$1.2/1M

Frequently Asked Questions

Which is better overall, DeepSeek: R1 Distill Llama 70B or Ernie 4.5 Turbo?: 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, DeepSeek: R1 Distill Llama 70B or Ernie 4.5 Turbo?: 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?: DeepSeek: R1 Distill Llama 70B output tokens are $0.8/1M versus $1.2/1M. Input prices and retry rates still move the real bill.
Which is faster, DeepSeek: R1 Distill Llama 70B or Ernie 4.5 Turbo?: We do not have TTFT for both models.
Which has the larger context window?: Ernie 4.5 Turbo accepts 128k tokens versus 8k.
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. DeepSeek: R1 Distill Llama 70B and Ernie 4.5 Turbo Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All DeepSeek: R1 Distill Llama 70B matchups →|All Ernie 4.5 Turbo matchups →

Ernie 4.5 Turbo vs Yi-Lightning (previous other)DeepSeek V4 Pro vs Ernie 4.5 Turbo DeepSeek V4 Flash vs Ernie 4.5 Turbo Claude Opus 4.5 vs Ernie 4.5 Turbo Claude Opus 4.6 vs Ernie 4.5 Turbo Claude Sonnet 4.5 vs Ernie 4.5 Turbo

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

Side-by-Side Benchmark Matrix

DeepSeek: R1 Distill Llama 70BErnie 4.5 Turbo

Preference Elo

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo1,450

Coding Elo

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo1,435

LiveBench

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo61%

SWE-bench

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo57%

GPQA Diamond

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo74.5%

Time to first token

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo200 ms

Output speed

DeepSeek: R1 Distill Llama 70B—

Ernie 4.5 Turbo95 tok/s

Input priceErnie 4.5 Turbo +$0.5/1M

DeepSeek: R1 Distill Llama 70B$0.8/1M

Ernie 4.5 Turbo$0.3/1M

Output priceDeepSeek: R1 Distill Llama 70B +$0.4/1M

DeepSeek: R1 Distill Llama 70B$0.8/1M

Ernie 4.5 Turbo$1.2/1M

Context windowErnie 4.5 Turbo +120k

DeepSeek: R1 Distill Llama 70B8k

Ernie 4.5 Turbo128k

Benchmark

DeepSeek: R1 Distill Llama 70B

Ernie 4.5 Turbo

Advantage Delta

Preference Elo

—

1,450

lmarena · Aug 17, 2026

—

Coding Elo

—

1,435

lmarena · Aug 17, 2026

—

LiveBench

—

61%

livebench · Aug 17, 2026

—

SWE-bench

—

57%

swebench · Aug 17, 2026

—

GPQA Diamond

—

74.5%

seed-bootstrap · Aug 1, 2026

—

Time to first token

—

200 ms

seed-bootstrap · Aug 1, 2026

—

Output speed

—

95 tok/s

seed-bootstrap · Aug 1, 2026

—

Input price

$0.8/1M

openrouter · Aug 17, 2026

$0.3/1M

seed-bootstrap · Aug 1, 2026

+$0.5/1M

Output price

$0.8/1M

openrouter · Aug 17, 2026

$1.2/1M

seed-bootstrap · Aug 1, 2026

+$0.4/1M

Context window

openrouter · Aug 17, 2026

128k

seed-bootstrap · Aug 1, 2026

+120k

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatDeepSeek: R1 Distill Llama 70B

Lower output list price ($0.8/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGErnie 4.5 Turbo

Larger window (128k).

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	insufficient data	Need SWE-bench on both sides.
High-volume chat	DeepSeek: R1 Distill Llama 70B	Lower output list price ($0.8/1M).
Voice / low-latency UI	insufficient data	Need TTFT on both sides.
Long-document RAG	Ernie 4.5 Turbo	Larger window (128k).
Screenshots / vision	Ernie 4.5 Turbo	Ernie 4.5 Turbo is the side marked multimodal in the catalog.

Frequently Asked Questions

Which is better overall, DeepSeek: R1 Distill Llama 70B or Ernie 4.5 Turbo?

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, DeepSeek: R1 Distill Llama 70B or Ernie 4.5 Turbo?

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?

DeepSeek: R1 Distill Llama 70B output tokens are $0.8/1M versus $1.2/1M. Input prices and retry rates still move the real bill.

Which is faster, DeepSeek: R1 Distill Llama 70B or Ernie 4.5 Turbo?

We do not have TTFT for both models.

Which has the larger context window?

Ernie 4.5 Turbo accepts 128k tokens versus 8k.

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. DeepSeek: R1 Distill Llama 70B and Ernie 4.5 Turbo Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.