Model comparison
DBRX Instruct vs DeepSeek-R1
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: DBRX Instruct unranked (Not scored); DeepSeek-R1 #103 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. DBRX Instruct and DeepSeek-R1 share 0 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to DBRX Instruct; 11 to DeepSeek-R1.
Updated July 24, 2026- Shared results
- 0
- DBRX Instruct only
- 0
- DeepSeek-R1 only
- 11
- Comparable categories
- 0 / 8
Benchmark data for DBRX Instruct and DeepSeek-R1 is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
BenchLM does not have sourced benchmark coverage for DBRX Instruct yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.
DeepSeek-R1 is priced at $0.55 input / $2.19 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for DBRX Instruct. DeepSeek-R1 has the larger context window at 128K, compared with 32K for DBRX Instruct.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | DBRX Instruct | DeepSeek-R1 | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | DBRX Instruct$0 input / $0 output | DeepSeek-R1$0.55 input / $2.19 output | DBRX Instruct has the lower combined listed price. |
| Generation speedtokens per second | DBRX InstructNot available | DeepSeek-R1Not available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | DBRX InstructNot available | DeepSeek-R1Not available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | DBRX Instruct32K | DeepSeek-R1128K | DeepSeek-R1 lists the larger context window. |
Benchmark Deep Dive
Agentic1 benchmarks
| Benchmark | DBRX Instruct | DeepSeek-R1 | Result |
|---|---|---|---|
| τ²-bench resultsSource | — | 36.5% | Not comparable |
Coding1 benchmarks
| Benchmark | DBRX Instruct | DeepSeek-R1 | Result |
|---|---|---|---|
| AA-SciCodeSource | — | 40.3% | Not comparable |
Reasoning2 benchmarks
Knowledge6 benchmarks
| Benchmark | DBRX Instruct | DeepSeek-R1 | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | — | 20.1% | Not comparable |
| AA-GPQA DiamondSource | — | 81.3% | Not comparable |
| AA-HLESource | — | 14.9% | Not comparable |
| AA-Omniscience IndexSource | — | -27.1% | Not comparable |
| AA-Omniscience AccuracySource | — | 31.0% | Not comparable |
| AA-Omniscience Hallucination RateSource | — | 84.0% | Not comparable |
Inst. Following1 benchmarks
| Benchmark | DBRX Instruct | DeepSeek-R1 | Result |
|---|---|---|---|
| AA-IFBenchSource | — | 39.6% | Not comparable |
Frequently Asked Questions (3)
Can I compare DBRX Instruct and DeepSeek-R1 on BenchLM yet?
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
Why does this comparison show “coming soon”?
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
What data is available for DBRX Instruct and DeepSeek-R1 today?
DBRX Instruct: $0.00 input / $0.00 output per 1M tokens DeepSeek-R1: $0.55 input / $2.19 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
Self-host vs API cost
Estimates at 50,000 req/day · 1000 tokens/req average.
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