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

Every score has a dated snapshot.

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  2. Comparisons
  3. DeepSeek Coder V2 vs OpenAI: gpt-oss-20b (free)

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

DeepSeek Coder V2 vs OpenAI: gpt-oss-20b (free) benchmark

In this head-to-head showdown, OpenAI: gpt-oss-20b (free) is more budget-friendly at $0/1M 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 DeepSeek Coder V2 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose OpenAI: gpt-oss-20b (free) if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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DeepSeek
DeepSeek Coder V2

DeepSeek open-weight Mixture-of-Experts coding model supporting 338 programming languages and 128k context.

Elo 1,365$0.28/1M out
OpenAI
OpenAI: gpt-oss-20b (free)

Auto-discovered from OpenRouter (openai/gpt-oss-20b:free). Preview until a second source matches.

$0/1M out
Top Rival Showdowns for DeepSeek Coder V2
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs Qwen 3 Max
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar Leader

OpenAI: gpt-oss-20b (free)

$0 / 1M output

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 AdvantageDeepSeek Coder V2 4/6
Head-to-Head Comparison

Overall Matchup Breakdown

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

DeepSeek Coder V2 (7)vsOpenAI: gpt-oss-20b (free) (3)
DeepSeek Coder V2: 7W (70%)Overall: DeepSeek Coder V2OpenAI: gpt-oss-20b (free): 3W (30%)
← DeepSeek Coder V2OpenAI: gpt-oss-20b (free) →
DeepSeek Coder V2 (5/5)

Intelligence & Reasoning

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

Preference Elo
1,365vs—
Coding Elo
1,442vs—
SWE-bench
60.5%vs—
LiveBench
58.6%vs—
GPQA Diamond
70.2%vs—
DeepSeek Coder V2: 5WOpenAI: gpt-oss-20b (free): 0W
DeepSeek Coder V2 (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
75 tok/svs—
Time to first token
290 msvs—
DeepSeek Coder V2: 2WOpenAI: gpt-oss-20b (free): 0W
OpenAI: gpt-oss-20b (free) (3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$0.28/1Mvs$0/1M
Input price
$0.14/1Mvs$0/1M
Context window
128kvs131k
DeepSeek Coder V2: 0WOpenAI: gpt-oss-20b (free): 3W

Side-by-Side Benchmark Matrix

Preference Elo
DeepSeek Coder V21,365
lmarena · Aug 17, 2026
OpenAI: gpt-oss-20b (free)—
Coding Elo
DeepSeek Coder V21,442
lmarena · Aug 17, 2026
OpenAI: gpt-oss-20b (free)—
LiveBench
DeepSeek Coder V258.6%
livebench · Aug 17, 2026
OpenAI: gpt-oss-20b (free)—
SWE-bench
DeepSeek Coder V260.5%
swebench · Aug 17, 2026
OpenAI: gpt-oss-20b (free)—
GPQA Diamond
DeepSeek Coder V270.2%
seed-bootstrap · Aug 1, 2026
OpenAI: gpt-oss-20b (free)—
Time to first token
DeepSeek Coder V2290 ms
seed-bootstrap · Aug 1, 2026
OpenAI: gpt-oss-20b (free)—
Output speed
DeepSeek Coder V275 tok/s
seed-bootstrap · Aug 1, 2026
OpenAI: gpt-oss-20b (free)—
Input priceOpenAI: gpt-oss-20b (free) (+$0.14/1M)
DeepSeek Coder V2$0.14/1M
seed-bootstrap · Aug 1, 2026
OpenAI: gpt-oss-20b (free)$0/1M
openrouter · Aug 17, 2026
Output priceOpenAI: gpt-oss-20b (free) (+$0.28/1M)
DeepSeek Coder V2$0.28/1M
seed-bootstrap · Aug 1, 2026
OpenAI: gpt-oss-20b (free)$0/1M
openrouter · Aug 17, 2026
Context windowOpenAI: gpt-oss-20b (free) (+3k)
DeepSeek Coder V2128k
seed-bootstrap · Aug 1, 2026
OpenAI: gpt-oss-20b (free)131k
openrouter · Aug 17, 2026
BenchmarkDeepSeek Coder V2OpenAI: gpt-oss-20b (free)Advantage Delta
Preference Elo
1,365
lmarena · Aug 17, 2026
——
Coding Elo
1,442
lmarena · Aug 17, 2026
——
LiveBench
58.6%
livebench · Aug 17, 2026
——
SWE-bench
60.5%
swebench · Aug 17, 2026
——
GPQA Diamond
70.2%
seed-bootstrap · Aug 1, 2026
——
Time to first token
290 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
75 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$0.14/1M
seed-bootstrap · Aug 1, 2026
$0/1M
openrouter · Aug 17, 2026
OpenAI: gpt-oss-20b (free) (+$0.14/1M)
Output price
$0.28/1M
seed-bootstrap · Aug 1, 2026
$0/1M
openrouter · Aug 17, 2026
OpenAI: gpt-oss-20b (free) (+$0.28/1M)
Context window
128k
seed-bootstrap · Aug 1, 2026
131k
openrouter · Aug 17, 2026
OpenAI: gpt-oss-20b (free) (+3k)

Key Selection Recommendations

  • 1
    OpenAI: gpt-oss-20b (free):Pick OpenAI: gpt-oss-20b (free) when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatOpenAI: gpt-oss-20b (free)

Lower output list price ($0/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGOpenAI: gpt-oss-20b (free)

Larger window (131k).

Screenshots / visionOpenAI: gpt-oss-20b (free)

OpenAI: gpt-oss-20b (free) is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatOpenAI: gpt-oss-20b (free)Lower output list price ($0/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGOpenAI: gpt-oss-20b (free)Larger window (131k).
Screenshots / visionOpenAI: gpt-oss-20b (free)OpenAI: gpt-oss-20b (free) is the side marked multimodal in the catalog.
Community Sentiment

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
DeepSeek

DeepSeek Coder V2

Elo 1,365
LiveBench58.6%
SWE-bench60.5%
Speed75 tok/s
Output cost$0.28/1M
OpenAI

OpenAI: gpt-oss-20b (free)

Elo n/a
LiveBench—
SWE-bench—
Speed—
Output cost$0/1M

Frequently Asked Questions

Which is better overall, DeepSeek Coder V2 or OpenAI: gpt-oss-20b (free)?
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 Coder V2 or OpenAI: gpt-oss-20b (free)?
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?
OpenAI: gpt-oss-20b (free) output tokens are $0/1M versus $0.28/1M. Input prices and retry rates still move the real bill.
Which is faster, DeepSeek Coder V2 or OpenAI: gpt-oss-20b (free)?
We do not have TTFT for both models.
Which has the larger context window?
OpenAI: gpt-oss-20b (free) accepts 131k tokens versus 128k.
Can I self-host either model?
DeepSeek Coder V2 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. DeepSeek Coder V2 and OpenAI: gpt-oss-20b (free) Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All DeepSeek Coder V2 matchups →|All OpenAI: gpt-oss-20b (free) matchups →
DeepSeek Coder V2 vs DeepSeek V3 (next deepseek)DeepSeek V4 Flash vs DeepSeek Coder V2GPT-5 vs DeepSeek Coder V2DeepSeek V4 Pro vs DeepSeek Coder V2GPT-4.5 Orion vs DeepSeek Coder V2GPT-5.6 Sol vs DeepSeek Coder V2