Data points: 66
The readout for R1 Distill Llama 70B and GPT-5.3 Codex, before the detailed comparison sheet.
Decision read
GPT-5.3 Codex
GPT-5.3 Codex currently has the stronger profile, with verified wins split 0 to 4.
Evidence depth
66 data points
Includes 9 benchmark rows, 0 audit samples, and 3 provider examples.
Selection signal
Start with GPT-5.3 Codex
The charts below split 12 high-signal samples across speed, scores, and audit health.
Switch either side of this report to compare another model with the same LMSpeed data pipeline.
Select a different model to open a new comparison URL.
Model compare R1 Distill Llama 70B vs GPT-5.3 Codexdeepseek-r1-distill-llama-70b-vs-gpt-5-3-codex | Model A R1 Distill Llama 70B | Model B GPT-5.3 Codex |
|---|---|---|
| Overall leader | Contender | Leading |
| Verified metric wins | 0 wins | 4 wins |
| Where it leads | No data |
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
Compare benchmark category scores on a 0-100 scale. Select a category to inspect the gap.
Avg. score
R1 Distill Llama 70B
50.4
Avg. score
GPT-5.3 Codex
67.6
Selected category
Coding
GPT-5.3 Codex leads by 31.2
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
R1 Distill Llama 70B
winner0.49 s
Rank #5/113 · confidence 4
GPT-5.3 Codex
87.44 s
Rank #112/113 · confidence 4
R1 Distill Llama 70B
30.1 tok/s
Rank #112/113 · confidence 4
GPT-5.3 Codex
winner89.9 tok/s
Rank #55/113 · confidence 4
R1 Distill Llama 70B
winner66.98 s
Rank #108/113 · confidence 4
GPT-5.3 Codex
87.44 s
Rank #110/113 · confidence 4
R1 Distill Llama 70B
winner$1.05/M
Rank #37/138 · confidence 4
GPT-5.3 Codex
$14.00/M
Rank #113/138 · confidence 4
R1 Distill Llama 70B
winner$0.787/M
Rank #53/138 · confidence 4
GPT-5.3 Codex
$4.81/M
Rank #113/138 · confidence 4
R1 Distill Llama 70B
winner$0.700/M
Rank #77/138 · confidence 4
GPT-5.3 Codex
$1.75/M
Rank #104/138 · confidence 4
R1 Distill Llama 70B
40.2%
Rank #143/152 · confidence 4
GPT-5.3 Codex
winner91.5%
Rank #6/152 · confidence 4
R1 Distill Llama 70B
6.1%
Rank #97/150 · confidence 4
GPT-5.3 Codex
winner39.9%
Rank #8/150 · confidence 4
R1 Distill Llama 70B
31.3%
Rank #103/149 · confidence 4
GPT-5.3 Codex
winner53.2%
Rank #7/149 · confidence 4
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | R1 Distill Llama 70B | GPT-5.3 Codex |
|---|---|---|
| No completed audits are available from shared providers yet. | ||
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | R1 Distill Llama 70B | GPT-5.3 Codex |
|---|---|---|
0 tests | R1 Distill Llama 70B deepseek/deepseek-r1-distill-llama-70b speed / latency N/A / N/A input / output $1.40/M / $1.60/M |
This report only uses LMSpeed data for R1 Distill Llama 70B and GPT-5.3 Codex: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | R1 Distill Llama 70B | GPT-5.3 Codex |
|---|---|---|
| When to choose each model | R1 Distill Llama 70B R1 Distill Llama 70B does not clearly lead on the verified metrics here, so check provider-specific pricing before choosing. | GPT-5.3 Codex GPT-5.3 Codex is stronger when you prioritize Cheapest input price, Free providers, Provider coverage, Recent tests. |
TL;DR: GPT-5.3 Codex leads across 66 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from R1 Distill Llama 70B vs GPT-5.3 Codex into nearby model comparisons with enough verified LMSpeed data.
| Cheapest input price, Free providers, Provider coverage, Recent tests |
| Model metadata | R1 Distill Llama 70B exposes 128K tokens; notable signals: Text input, Text output, Reasoning. | GPT-5.3 Codex exposes 400K tokens; notable signals: Text input, Image input, File input, Text output. |
|---|---|---|
| Developer | DeepSeek | OpenAI |
| Context window | 128K tokens | 400K tokens |
| Max output | 8.2K tokens | 128K tokens |
| Released | No data | Feb 2026 |
| Modalities | Input Text Output Text | Input TextImageFile Output Text |
| Features | Text inputText outputReasoning | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning |
| Parameters | 70B | No data |
| Tokenizer | Llama3 | GPT |
| Knowledge cutoff | 2024-07-31 | No data |
| OpenRouter ID | deepseek/deepseek-r1-distill-llama-70b | openai/gpt-5.3-codex |
| References | No data | No data |
GPT-5.3 Codex
gpt-5.3-codex
speed / latency
N/A / N/A
input / output
$3.50/M / $28.00/M
KFCV500 tests | R1 Distill Llama 70B deepseek-r1-distill-llama-70b speed / latency N/A / N/A input / output $10.27/M / $20.55/M | GPT-5.3 Codex gpt-5.3-codex-spark speed / latency N/A / N/A input / output $10.27/M / $10.27/M |
|---|
Yun API0 tests | R1 Distill Llama 70B deepseek-r1-distill-llama-70b speed / latency N/A / N/A input / output $0.027/M / $0.110/M | GPT-5.3 Codex gpt-5.3-codex-xhigh speed / latency N/A / N/A input / output $0.240/M / $1.92/M |
|---|
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
