DeepSeek

AI

Frontier AI models — DeepSeek-V3 for fast chat and code, DeepSeek-R1 for deep chain-of-thought reasoning. OpenAI-compatible API format. Among the most capable and cost-efficient models available.

73.6
out of 100

Moderate accuracy (42.22%) — some responses were incomplete or partially correct. Mostly reliable — 8/9 requests responded, 1 timed out or failed. Median response time: 65ms (p95: 3004ms).

Last tested: 3/26/2026, 3:02:32 PM

What AI models say

GPT-4o-mini

Despite the promise of cutting-edge AI capabilities, performance was disappointing; only 2 of 9 requests succeeded, with a frustrating average latency of nearly 800ms, highlighting a significant inconsistency and costly API design. While the "FIM with special characters and symbols in code" feature performed impressively, the overall experience lacked reliability and efficiency, making it hard to justify the investment.

Haiku

DeepSeek's API is unreliable garbage—barely half your requests work, pricing endpoints are broken at absurd rates, and when things do work, they're dog-slow (3+ seconds for code completion). Skip it until they fix their infrastructure; there's no point paying for a service that fails more often than it succeeds.

Accuracy (40%)
42.2
Reliability (30%)
88.9
Latency (20%)
100.0
Cost Efficiency (10%)
100.0

Test Examples

Real requests we sent and the responses we received.

FIM with special characters and symbols in code

POST /deepseek/fimedge3004ms
100%

{"data":{"id":"dabfc7e1-6672-4232-84dc-48addef62563","model":"deepseek-chat","usage":{"total_tokens":38,"prompt_tokens":28,"completion_tokens":10,"prompt_tokens_details":{"cached_tokens":0},"prompt_ca

FIM (Fill-In-Middle) code completion with prompt and suffix

POST /deepseek/fimtypical2757ms
100%

{"data":{"id":"12c8f276-15b3-4f15-9c15-ffe24170ccd7","model":"deepseek-chat","usage":{"total_tokens":23,"prompt_tokens":20,"completion_tokens":3,"prompt_tokens_details":{"cached_tokens":0},"prompt_cac

undefined

POST /undefined63ms
30%

HTTP 400

List available models endpoint

POST /deepseek/list-modelstypical0ms
0%

Skipped: endpoint costs $3000/request (cap: $1)

Service Details

API AccessOpenAPI3rd Party
POST /deepseek/chat
POST /deepseek/fim
POST /deepseek/list-models$3000
Endpoint: https://deepseek.mpp.paywithlocus.com
Status: active
Discovered: 3/24/2026
Price per request: $0.0030 USDC
Tests run: 9
Last tested: 3/26/2026

Test History

3/26/2026, 3:02:21 PM
score: 42%p50: 65ms

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DeepSeek — Rated 73.6/100 | MPPrimo